INTRODUCTION Farmonaut is collaborating with the International Food Policy Research Institute (IFPRI) on a unique study to evaluate the impact of agricultural extension services on soybean production in Maharashtra, India. This study focuses on a large solvent extractor that works with organic, sustainable, and conventional farmers, in Latur, Osmanabad, Bid, and nearby districts. Through this collaboration with IFPRI, Farmonaut is providing remote sensing technology to help digitize agricultural plots. This project supports IFPRI’s broader research goals that demonstrate the use of remote sensing in impact evaluation research, as credible proxies for survey based data. PROJECT SCALE Farmonaut utilizes remote sensing data to measure a variety of parameters, such as crop health, soil moisture, and growth patterns. OBJECTIVES The study aims to assess the effectiveness of agricultural extension services in improving soybean production. Key areas of interest include: Cost of Cultivation Agricultural Yields and Profits Price Realization Recognition of the Processor Information-Seeking Behavior Use and Perception of Advisory Services Adoption of Sustainable Practices OUR CONTRIBUTION Through this collaboration with IFPRI, Farmonaut is providing remote sensing technology to help digitize agricultural plots and generate periodic estimates of crop health, yields and soil conditions for multiple years. Our platform offers valuable data-driven solutions, leading to better efficiency, increased productivity, and improved livelihoods for farmers. Here’s why it matters: Precision Farming: Tailored techniques mean optimized resource use, higher yields, and less waste. Data-Driven Decisions: Real-time information helps farmers manage crops, pests, and irrigation more effectively. Crop Health Monitoring: Continuous monitoring detects issues early, allowing for quick action to minimize losses. Sustainable Practices: Armed with data and insights, farmers can adopt sustainable farming practices, ensuring the long-term viability of their operations and contributing to environmental conservation. CONCLUSION This unique collaboration between Farmonaut and IFPRI provides a test case for using remote sensing data to assess the impact of agricultural extension services on soybean productivity, profitability and sustainability.

Black Citrus Aphid Toxoptera aurantii Caused by insect  Factors –  a- Distortions of twigs and inflorescences and curling, rolling or folding of leaves. b- Leaves turn black in presence of honeydew that is readily colonizes by sooty mold. c- Downgraded quality of fruits and poor vigor in trees. d- Tristeza virus is a possible infection. Hosting body – Citrus and Mango https://indoorgardenook.com/how-to-get-rid-of-bugs-on-indoor-plants/ Identifiable traits It affects all citrus trees in all growth stages. The aphids have long piercing mouthparts which they use to suck the sap on shoot tips and young leaves, which leads to distortions of twigs and inflorescences and the curling, rolling or folding of leaves. They feed on sweet plant phloem, they excrete excess sugar in the form of honeydew. When this honeydew falls onto the leaves, it readily colonized by sooty mold fungi which make the leaves turn black. In result, this limits photosynthesis and has consequences on the vigor of the tree and the quality of the fruits. Tristeza virus is other causing factor which causes damage to citrus trees, which aphids carry. Inducing factors Symptoms are caused by the adults and nymphs of the black citrus aphid Toxoptera aurantii. They often co-infect citrus trees and other cultures together with another related species of aphid T. citicida, commonly known as brown citrus aphid. Adult aphids exist in two forms, either with or without wings. Winged aphids can fly a distance of up to 30 km and are found when they become too numerous or when food supply reduces or becomes limited. They have a dull brownish to black body with a length of about 1.5 mm. These black citrus aphids have a simple life cycle and a high reproduction rate that can lead to rapid and severe infestations. Favourable temperature range for development, survival and reproduction varies from 9.4 to 30.4 ˚C. The honeydew attracts ants, which in turn protect the aphids from natural predators. They are considered a vector of the Tristeza disease of citrus and the zucchini yellow mosaic virus.   Organic remedies Predators include many species of hoverflies, lacewings and ladybirds that can attack aphids at all stages of development. Two commonly used coccinellids against this pest are adults and larvae of Cycloneda sanguinea and Hippodamia convergens. Some culture-specific parasitic wasps may also be available for citrus in the area of interest. The fungus Neozygites fresensii can be important check on aphid populations during humid weather. Ants can be killed with boiling water or with solutions containing natural pyrethrins. Insecticidial solutions can also be used against aphids, for example solutions based on soap, detergent soap, neem or chilli extracts. Chemical remedies If available, always consider an integrated approach with preventive measures together with biological treatments. Several insecticides can be used to control aphids but their effectiveness depends on a timely application, for example before the leaves curl or populations become too large. Commercial products containing petroleum oil can be sprayed on the underside of leaves, so that they directly contact the aphids. Synthetic pyrethroids are also likely to be effective against aphids and ants, but can have a negative impact on natural enemies, too.  Extra remediesSelect seeds from healthy plants or from certified sources. If possible, plant in an area free of this pest, and isolated geographically. Keep monitoring fields regularly to assess the incidence of a disease or pest and determine their severity. Remove infected plant parts or hand-pick the aphids manually. Check weeds in and around the fields. Do not over-water or over-fertilize. Control ant populations that protect aphids with sticky bands or nets. Do not transport citrus trees between different farms or areas. Control the use of pesticides, as those can affect negatively the populations of beneficial insects. Prune the branches of your trees or remove the bottom leaves or your plants to favour the ventilation of the canopy. We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!!

Voice-Text Based Crop Issue Identification In India, several thousand tonnes of crop gets destroyed every year due to incorrect usage of pesticides, insecticides, plant growth regulators etc. Whenever there is a disease outbreak in a farmer’s field, the first person whom they usually look forward to is the local vendor from whom they purchase their farming products like seeds, spraying equipments etc. In India, officially you need to have at least a certain relevant degree before you can start your own fertilizer shop. However, these norms are hardly practiced. These local vendors have their own interest in mind, since they need to sell the products of the companies from whom they purchase the chemicals in bulk.  Thus, more often than not, with no practical scientific knowledge, they end up suggesting completely incorrect solutions to the farmer. One of the major aims of Farmonaut is to help farmers figure out what the problem is with their crop, and also provide government approved solutions for the problems identified by our system. Though the government has released a scientifically approved database, however the database is highly user inaccessible. The government database is in the form of document file of hundreds of pages. It is really unreasonable to expect a farmer to download this large document and scroll through hundreds of pages to identify what the potential problem is with their crop. At Farmonaut, the first thing we did is to sanitize this government approved database, and present it to the farmers in a user-friendly form. The segregated database is accessible through our android app and contains government approved information about 100+ crops, 300+ problems and 150+ chemicals (pesticides, insecticides, plant growth regulators etc.). The database includes very specific details of chemical usage such as Quantity, Formulation (g/ml)% and Dilution in water (L). Read the following article to know in-depth about the Farmonaut Database: https://farmonaut.com/blogs/farming-blogs/why-farmonaut-database-is-one-of-the-most-trusted-database/ At Farmonaut, we jumped one step ahead and added another layer of user friendliness to access our database. We have designed a system which is capable of identifying potential problems with a farmer’s crop by just their voice or text explanation. The voice-text based crop issue identification system is available on our Android app. A farmer can simply explain what issues he/she is facing with his crop and our system in real-time will identify the potential problem with the crop as well as the government approved solutions attached with the results as well. Given the vastness of India and a large number of languages being spoken in the Indian subcontinent, we can not expect our system to work only in one specific language. Hence, we have created our system to work in more than 50 languages. The farmers can ask their problems in a language of their choice and can still get government approved solutions in real time. The following section below shows a few examples of how Farmonaut’s voice-text based crop issue identification system works. The Voice-text based crop issue identification system works as a chat bot, wherein farmers can ask for the solution to their problems just like someone will message another user on a messaging service. The farmer can simply type their query into the text box or can speak about their query by clicking on the speech button. Once the speech of the farmer is finished or if farmer clicks on the send button after his text information about the problem is ready, the system will process their speech/text to identify the crop as well the problem being faced by the farmer. Upon correct identification of the problem, the system will return all the government approved solutions from which the farmer can select one of his choice. For example, in the case above, the Farmer has asked in hindi the following query: Asked Query: आम की फसल की उपज बढ़ाने के कुछ उपाय बताइये| अभी एकदम नयी फसल है| Our system identifies within seconds that the user is looking for ways to enhance yield of their mango crop and hence, provides all the government approved solutions to the user about chemicals measures to be used to enhance the yield of his/her mango produce. Some other examples of the Voice-text Based Crop Issue Identification queries are listed below. There may be times when the voice-text based crop issue identification system is not able to identify the problem properly. There are 4 such cases which we want to highlight. Case 1: When our system has correctly identified the crop as well as the problem being faced by the crop, the system still gives the farmer an option to post his query on to the discussion forum to further proof check about his problem from the community. Case 2:  When our system has correctly identified the crop of the query but not problem, the farmer can post this unsuccessful query onto the discussion forum to get remedies from the farming community itself. Case 3: When our system has not been able to identify both crop as well as the problem, and if the farmer feels that his/her query was correct, they can post this voice-text crop issue identification query on to the discussion forum to get remedies from the farming community. A detailed article about the discussion forum and Farmonaut database will be available soon. The app is available for android on Google PlayStore:  https://play.google.com/store/apps/details?id=com.farmonaut.android We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!!

Aphids Aphids basically belong to Aphidoidea Family. They are small sap-sucking  insects like greenfly and blackfly.  However, they are not harmful to crops in early stage or in small or moderate numbers. Aphid’s infest severe damage to leaves and shoots and also causes damage to plant growth. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo. They bring additional infections as their honeydew secrete and also transmit viruses from one plant to another over a prolonged period. Hosts: Aphids has a vast list of plants which it affects. Few of them are Almond, apple, cabbage, cotton, garlic, grape, lettuce, maize, mango, millet etc. They are very small in size (0.5 mm to 2 mm) and delicate bodied insects with long legs and antennae. They are found in multiple colours like brown, yellow, red or black depending on which species they belong to. They grow underside clusters of young leaves and shoot tips. They suck out fluids from the tissues with the help of their long mouth parts to tender them.  In late spring or early summer, their invasion slows down as their population diminishes naturally due to climate change and increase in natural enemies. Several other species carry plant viruses which can lead to the development of other forms of diseases. Biological remedies Few predators are there which can help in controlling the population of aphids are ladybugs, lacewings, soldier beetles and parasitoid wasps. These natural killers of aphids will take care of the sucking insects in field conditions. You can use soft insecticidal soap solution or solutions depending on plant oils in case of mild infestation. Aphids are very sensitive to fungal diseases when it is humid around them. A simple spray of water can remove them from infected plants.   Chemical methods of control Always try to consider biological treatments if available instead of approaching for chemical solutions straightaway. Stem application with flonicamid and water @ 1:20 ratio at 30, 45, 60 days after sowing (DAS) can be planned.   Fipronil 2ml or thiamethoxam @ 0.2g or flonicamid @ 0.3g or acetamiprid @ 0.2g (per liter of water) can also be used as chemical composition in prevention against aphids. We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!!

Remote Sensing Blogs Normalized Difference Vegetation Index – NDVI It has been quite a long time since scientists and agronomists are using Normalized Difference Vegetation Index (NDVI) to monitor and examine health of crops. The extent and benefits of NDVI have increased manifold with so many earth mapping satellites being launched every year to monitor earth’s surface in different wavelengths. Applications of Satellite Imagery Bands - Part 1: Coastal Aerosol (B1), Blue (B2), Green (B3), and Red (B4) Since water absorbs and scatters light, oceans and lakes tend to look dark or lack detail on True color satellite images, especially in the murky waters near coastlines. Coastal Aerosol (B1) imagery allows for coastal water and ocean color observation, as it reflects blues and violets, and displays subtle differences in the color of water. Read More… Applications of Satellite Imagery Bands — Part 2: Vegetation Red Edge (B5, B6, B7, B8A) The Red Edge band is located between the Red band (B4) and the NIR band (B8), without overlap. In a typical spectral response of green vegetation, the Red Edge band covers the portion of the spectrum where reflectance drastically increases from the red towards the NIR regions. Read More… Applications of Satellite Imagery Bands — Part 3: Near Infrared (B8), Water Vapor (B9), and Shortwave Infrared (B10, B11, B12) Near Infrared images can help us identify and monitor a plant’s health. At Farmonaut, we have developed our own Crop Health Monitoring system which processes Near Infrared Imagery in combination with several other spectral images to provide a health color-map of an agricultural land. Read More… Impact Analysis of Volcano-Induced-Tsunami in Indonesia Using Farmonaut​ A tsunami swept across Indonesia’s islands of Sumatra and Java the night of December 22, just before 9:30 p.m. local time. There was no notice for the wall of water, which left devastation in its wake. At least 400 are confirmed to be dead and more than 800 are injured. Because of such a large impact of this event, we wanted to analyze the extent of devastation in the coastal region of the affected areas. Read More… Analyzing Water Level of Lakes of Udaipur (India) Using Farmonaut To understand how the condition of lakes change over a course of a year, we shifted our focus to some of the famous lakes in India. Udaipur is known for its beautiful lakes, so we decided to analyze four famous lakes of udaipur, namely: Dudh Talai, Lake Pichola, Swaroop Sagar and, Fateh Sagar Lake. Read More… Mapping Volcanic Activity Using Farmonaut​ We mapped Mount Veniaminof’s volcanic activity using the short wave infrared satellite imagery accessed through our system. Recently, Mount Veniaminof had been in the news for it’s extreme volcanic activity wherein it ended up spewing ash as high as three miles in the air. The activity was so intense, that the region near it was declared as a no-fly zone. Read More… Time Lapse of Californian Fire The spread and extent of fire in California is massive and devastating. So, we decide to have a look on the imagery of the last month. The spread and extent of fire in California is massive and devastating. So, we decide to have a look on the imagery of the last month over a region in California and have created a Time Lapse of the same. Read More… Satellite Based Crop Health Monitoring Farmonaut provides satellite based crop health monitoring system, through which farmers can select their field and identify the regions of the field at which the crop growth is not normal. Upon identifying that region of their fields, they can simply pay a visit to that part of the field and identify if the problem has already started. If it has not, the farmer can take preventive remedies by applying more fertilizers, plant growth regulators etc. If the problem has already started, they can simply explain their problem to Farmonaut’s crop issue identification system and get real-time govt. approved remedies. Read More…

Farming Blogs

Alternaria Blight The symptoms of Alternaria blight usually occur in summer and are depicted by the presence of angular or circular spots of around 4 to 7 mm in diameter. In some bad cases, the spot become 3 cm in diameter. Black lesions are also present on leaves. Leaves can wither and fall on severe infestation. Minute brown or black spots can appear on immature fruits. The spots are about 3 mm in diameter and are surrounded by a red tint on mature fruits. This infection reduces the quality of the produce.  The symptoms arise are due to a group of three different fungi of alternaria. During favorable conditions, they come out of hibernation from the soil and produce spores that are carried by the rain or wind. Nutrient deficiency, high humidity, high temperatures, dew formation and sunny days are some of the important factors that are responsible for the development of alternaria.  Some of the characteristics of alternaria can be confused with that of Botryosphaeria dothidea. Rub the leaves to tell if the late blight is caused by alternaria alternata or not. Biological Remedies Apply a paste of garlic on the leaves and fruits for biological control . You can also use solutions based on Bacillus subtilis which is found to be lethal to fungus. One should always start treatment against this disease before the fruits get ripened in the early summer.   Chemical Methods of Control Product enriched with entities such as copper, maneb, thiophanate-methyl are found to be effective in curing alternaria. The timing of the application of the treatment, age of the tree, and the quantity of the dose determine the effectiveness of the treatment. To promote aeration of plantation, one must not plant the trees closely. Proper care should be taken to remove weeds from the field. As soon as the first symptoms are visible, one must cut the affected parts and burn them. At the time of infancy, prune the trees to get fully aerated fields.During fruit ripening, one must not irrigate the fields using sprinklers. Once the crop is cut from the field, destroy the remaining harvest by burning it. Above all try not to compost parts of these plants as they may carry over this disease to another season. We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!!

Achaea Janata – Castor Semilooper Castor Semilooper (achaea janata) is widely distributed throughout India. Though castor is the principal host plant for them, it has also been found to be predating on tea, sugarcane, pomegranate, banana, rose, grape fruits, citrus etc. Occurence From field observations it is identified that the castor semilooper moths are found after the showers in the month of may, and the eggs are found only in the month of June/July. Extent of Damage The first and early second instar semiloopers scrape the epidermis of the leaf, whereas the late second instar larvae make holes, and fourth and the fifth instar larvae defoliate the whole plant in case of heavy infestation. The proboscis of the adult is adapted for piercing and sucking the juice of fruits. The adult semiloopers create large patches of decay in ripe banana, create brown circular area surrounding the puncture, and make them prematurely fall and rot. Biology a. Egg Freshly laid eggs range in size from 0.85 mm to 0.9 mm in diameter and are light green in color and dome shaped with ridges all around and the lower surface is concave. b. 1st instar The 1st instar semilooper is transparent in color with a half green anterior. It measures around 0.8 cm. The duration of this stage lasts from 2 to 3 days. c. Molting The freshly molted semilooper has tender and pale skin and after molting, the larva eats its casted skin. d. 2nd instar The 2nd instar semilooper measures 0.65 to 0.87 cm and is covered with white powdery substance with black head. e. Adult Moth Adult moths are light brown and even sometimes deep grey in color with white and brown patches on the wings. They measure around 2.45 cm in length and 5.6 cm in wing  span. Adult moths  have long proboscis through which they suck the fruit juice.   Natural enemies The hymenopteran egg parasite of genus Telenomus is observed to keep castor semilooper in control. Similarly, branconid parasite Microplitis ephiusae is observed to be the natural control of the larvae. Field application of Bacillus thuringiensis spores have been found to be extremely lethal to the castor semilooper larvae. Chemical Control Measures 1. Malathion can be sprayed thrice from flowering at three weeks interval. If a large number of semiloopers are observed, then spray 2ml/l of chloropyriphos in water. Other Preventive Measures It is recommended to build open space for birds which can feed on larvae. Once the harvest is ready, till the land to expose the semiloopers to predators. We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!!  

Friday, 23 Feb 2024 SPREADING  SUCCESS  IN COTTON FIELDS WITH REINHART SINCE 1788 Introduction Farmonaut’s collaboration with Reinhart in cotton fields has brought about a significant transformation in agricultural practices. By leveraging advanced technology and fostering collaboration, we have grown more cotton and do it more efficiently. Reinhart shared positive feedback about teaming up with Farmonaut in the cottonfields. It’s fascinating to hear how this partnership is making farming better. Let’s take a closer look and see how Reinhart’s success story, together with Farmonaut, is changing the cotton industry and positively impacting businesses and farmers’ lives Worked Across 22 District of Telangana We worked across 22 districts of Telangana for Reinhart, a global merchant specializing in cotton and agricultural products with a long history dating back to 1788. Reinhart has been a major player in the global cotton trade for over two hundred years. This partnership represents a significant advancement in improving efficiency and accuracy in both cotton farming and trading. Shared Positive Reviews Accurate Data The accuracy rate exceeds 90% compared to government and other sources. Timely Alerts Timely alert about crop stress and its impact on production. Insightful Comparisons Comparison with the previous year’s data proved helpful. Positive Feedback Overall satisfaction with the provided information. Innovating Cotton Farming with Farmonaut: Farmonaut introduces transformative solutions, empowering cotton industry with actionable insights to navigate obstacles and achieve greater success. Here’s how Farmonaut addresses key challenges in the cotton industry: 1. Understanding Expected Cotton Acreage and yield: Farmonaut utilizes machine learning algorithms for precise prediction of cotton yield and estimation of acreage. It analyzes vast datasets, incorporating historical crop performance and environmental variables. The platform offers accurate insights to optimize cultivation practices for cotton farming. Benefit from improved resource allocation, risk management, and sustainability in crop production. 2. Supply Chain Requirements: Farmonaut analyzes supply chain management issues such as transportation, storage, and distribution of cotton. It forecasts cotton demand accurately to ensure sufficient supply chain readiness. Farmonaut optimizes transportation routes to minimize costs and maximize efficiency. The platform recommends storage solutions tailored to the specific needs of cotton farmers. It streamlines distribution channels, ensuring timely delivery and maximizing market reach. 3. RATES Production Costs: Property taxes contribute to overall production expenses, including land acquisition and maintenance. Government Policies: Changes in property tax regulations necessitate proactive adjustments to business strategies for cotton producers. Conclusion Farmonaut and Reinhart’s partnership has changed the way the cotton industry works. With accurate advice, smart use of data, and a focus on keeping crops healthy, we’re helping farmers grow better cotton and making a real difference in the world of agriculture.

Effortless Field Mapping with FARMONAUT’S AI BOUNDARY DETECTION Lead the Way Introduction We understand the significance of supporting farmers and addressing their needs. We recognize the daily challenges faced by farmers and are dedicated to providing solutions to simplify their lives. Farmonaut’s product has solution that provides farmers with a seamless solution for mapping their farms. By simply inputting one coordinate, the system automates the entire mapping process, eliminating the need for manual efforts. Challenges Faced by Farmers Uncertainty regarding land boundaries Managing large-scale operations involving multiple neighboring farms Time-consuming manual process, especially for large farms. Automated Farm Mapping with us Our system offers farmers a hassle-free solution for mapping your farms. With just one coordinate input, the system automates the mapping process, eliminating the need for manual efforts. Improving Efficiency We increase overall farm management efficiency, allowing farmers to focus on other critical tasks. Improving Efficiency We increase overall farm management efficiency, allowing farmers to focus on other critical tasks. Conclusion Farmonaut’s automated farm mapping feature transforms farm management with its exceptional efficiency, accuracy, and convenience. This innovative solution simplifies tasks, saves time and resources, and offers reliable insights into farm layout, empowering farmers to make informed decisions and boost productivity.

Plant Issues

Angular Leaf Spot Angular Leaf Spots are very easy to  distinguish since the plants suffering from this develop leaf spots that follow leaf veins. It is caused by bacteria such as Pseudomonas syringae (cucurbits) and Xanthomonas fragariae (strawberries) that survive in seeds and plant debris. Symptoms Once water soaked-spots appear on leaves, they spread rapidly when conditions get moist and ambient temperature is around 24-28 degree celcius. These spots expands upto a point they fill the area between leaf veins completely, but do not cross each other. Occasionally, older spots dry out and tear apart, leaving a hole at its place.  On fruits, the spots appear as perfectly circular and water soaked and comparatively smaller than those on the leaves. The spots become powdery white and may crack the fruit open once the disease spreads. This contaminates fruits and causes fruit rot. Biological Remedies Use garlic solutions and hot water for around 30 minutes on infected seeding material. Use dehumidifiers in greenhouses to control night time humidity. It has also been found out that Pentaphage is lethal to Pseudomonas syringae, and organic copper fnngicides can slow the spread of the disease. Chemical Control Measures Pesticides containing copper hydroxide are most effective when the temperature is above 24 degree celcuis and the foliage is wet and are sprayed on a weekly basis. It is NOT recommended to spray the field on a hot day since it can seriously harm the plants. Other Preventive Measures Use furrow irrigation instead of sprinklers and avoid overwatering the field. Furthermore, do not sow crops in the field that have had cucurbits for at least 2 years. We will keep posting about any such informative information on to our blogs, to help as many people as possible. Farmonaut is built upon a vision to bridge the technological gap between farmers and strives to bring state-of-the-art technologies in the hands of each and every farmer. For any queries/suggestions, please contact us at [email protected]. We have some more interesting articles coming up soon. Stay tuned! Wait!! Before that…

Farmonaut’s Technology: A Key Player in Crop Production Loss Prevention INTRODUCTION Agriculture plays a vital role in the United States, with the country being a significant exporter of food. In 2017, there were 2.04 million farms covering 900 million acres, with an average size of 441 acres. American agriculture is highly mechanized, requiring fewer farmers per square kilometer. It’s widespread across regions like California’s Central Valley, the Great Plains, the Corn Belt, and the Wheat Belt, each known for specific crops. For instance, the Central Valley produces fruits and vegetables, while the Southern states historically grow cotton, tobacco, and grains. Florida leads globally in citrus production. The Impact of Crop Losses in the United States Crop losses pose a significant challenge in the US, particularly evident in 2023 when weather disasters alone caused over $21 billion in losses. These disasters have been wreaking havoc globally for the past three decades, with the US experiencing an average annual loss of $3.8 billion. Such disasters can have far-reaching consequences, leading to a decline in agricultural production by up to 15% of the total agricultural GDP. In 2023, various weather-related events such as droughts, heatwaves, wildfires, heavy rains, floods, and storms collectively resulted in over $21.9 billion in crop and rangeland losses. Specifically, droughts, heatwaves, and wildfires contributed $16.59 billion to these losses, while heavy rains, floods, and storms accounted for $3.99 billion. Source https://www.researchgate.net/figure/Yield-loss-share-of-pests-diseases-and-weeds-in-wheat-maize-cotton-and-rice-crops-2_fig1_340718449 Additionally, pests and diseases also contribute to crop losses, with an estimated 20-40% of losses worldwide attributed to them. These losses impact essential crops like cereals and pulses and result in a significant economic burden, costing the global economy $290 billion. Even with advanced technologies and high farming sustainability practices, pests and diseases regularly attack farms and cause economic loss. For example, between 10% to 25% of annual crop production loss in the US is due to pests and diseases, resulting in a yearly economic loss of $30 to $100 billion. The impact of crop loss from pest infestation and disease outbreaks does not stop at the farm gate. Such economic loss hurts food security, rural livelihoods, and the general economy. Farmers face the consequences of pest infestation and disease. Source – https://twitter.com/croplifeeu/status/940848765354856450?lang=el Farmonaut’s Innovations in Crop Loss Management: A Breakthrough for Farmers Early identification and observation: Using satellite imagery and AI driven analytics Farmonaut enables detection and monitoring of pest infestations, disease outbreaks and environmental stresses. By offering real time insights farmers can take steps to address risks and minimize crop losses. Accurate agriculture practices: Farmonaut promotes accurate agriculture techniques such as rate application, precision irrigation and crop monitoring. By optimizing resource utilization and reducing input wastage farmers can enhance crop efficiency and resilience to pressures. Data powered Decision Making :Through its data analytics tools Farmonaut analyzes data to provide actionable insights and predictive models for farmers. Informed decision making empowers farmers to refine crop management practices and manage risks effectively. Maximize yields. Weather Forecasting: Farmonaut provides accurate weather forecasts, helping farmers anticipate and prepare for adverse weather conditions that could affect crops. Integrated Pest Management (IPM); Farmonaut advocates for integrated pest management approaches that prioritize measures, biological control methods and cultural practices over pesticides. By decreasing reliance on pesticides and endorsing pest control methods farmers can minimize impact while safeguarding crop health. Crop Health Monitoring: Farmonaut continuously monitors crop health and growth, enabling farmers to identify and address problems before they become serious problems..Farmers can enhance the health and productivity of their crops by boosting soil fertility, managing nutrients effectively and strengthening crop resilience. Overall, Farmonaut’s suite of solutions helps farmers overcome challenges and improve resilience in the face of evolving agricultural landscapes and market dynamics. By leveraging technology, data, and innovation, Farmonaut supports the sustainability and prosperity of the agriculture sector in the USA.

Thursday, 21 March 2024 Effortless Field Mapping with FARMONAUT’S AI BOUNDARY DETECTION Lead the Way Introduction We understand the significance of supporting farmers and addressing their needs. We recognize the daily challenges faced by farmers and are dedicated to providing solutions to simplify their lives.  Farmonaut’s product has solution that provides farmers with a seamless solution for mapping their farms. By simply inputting one coordinate, the system automates the entire mapping process, eliminating the need for manual efforts.  Challenges Faced by Farmers Uncertainty regarding land boundaries Managing large-scale operations involving multiple neighboring farms Time-consuming manual process, especially for large farms. Automated Farm Mapping with us Our system offers farmers a hassle-free solution for mapping your farms. With just one coordinate input, the system automates the mapping process, eliminating the need for manual efforts. Improving Efficiency We increase overall farm management efficiency, allowing farmers to focus on other critical tasks. Improving Efficiency We increase overall farm management efficiency, allowing farmers to focus on other critical tasks. Conclusion Farmonaut’s automated farm mapping feature transforms farm management with its exceptional efficiency, accuracy, and convenience. This innovative solution simplifies tasks, saves time and resources, and offers reliable insights into farm layout, empowering farmers to make informed decisions and boost productivity.

Friday, 23 Feb 2024 SPREADING  SUCCESS  IN COTTON FIELDS WITH REINHART SINCE 1788 Introduction Farmonaut’s collaboration with Reinhart in cotton fields has brought about a significant transformation in agricultural practices. By leveraging advanced technology and fostering collaboration, we have grown more cotton and do it more efficiently. Reinhart shared positive feedback about teaming up with Farmonaut in the cottonfields. It’s fascinating to hear how this partnership is making farming better. Let’s take a closer look and see how Reinhart’s success story, together with Farmonaut, is changing the cotton industry and positively impacting businesses and farmers’ lives Worked Across 22 District of Telangana We worked across 22 districts of Telangana for Reinhart, a global merchant specializing in cotton and agricultural products with a long history dating back to 1788. Reinhart has been a major player in the global cotton trade for over two hundred years. This partnership represents a significant advancement in improving efficiency and accuracy in both cotton farming and trading. Shared Positive Reviews Accurate Data The accuracy rate exceeds 90% compared to government and other sources. Timely Alerts Timely alert about crop stress and its impact on production. Insightful Comparisons Comparison with the previous year’s data proved helpful. Positive Feedback Overall satisfaction with the provided information. Innovating Cotton Farming with Farmonaut: Farmonaut introduces transformative solutions, empowering cotton industry with actionable insights to navigate obstacles and achieve greater success. Here’s how Farmonaut addresses key challenges in the cotton industry: 1. Understanding Expected Cotton Acreage and yield: Farmonaut utilizes machine learning algorithms for precise prediction of cotton yield and estimation of acreage. It analyzes vast datasets, incorporating historical crop performance and environmental variables. The platform offers accurate insights to optimize cultivation practices for cotton farming. Benefit from improved resource allocation, risk management, and sustainability in crop production. 2. Supply Chain Requirements: Farmonaut analyzes supply chain management issues such as transportation, storage, and distribution of cotton. It forecasts cotton demand accurately to ensure sufficient supply chain readiness. Farmonaut optimizes transportation routes to minimize costs and maximize efficiency. The platform recommends storage solutions tailored to the specific needs of cotton farmers. It streamlines distribution channels, ensuring timely delivery and maximizing market reach. 3. RATES Production Costs: Property taxes contribute to overall production expenses, including land acquisition and maintenance. Government Policies: Changes in property tax regulations necessitate proactive adjustments to business strategies for cotton producers. Conclusion Farmonaut and Reinhart’s partnership has changed the way the cotton industry works. With accurate advice, smart use of data, and a focus on keeping crops healthy, we’re helping farmers grow better cotton and making a real difference in the world of agriculture.

WHATSAPP BASED SATELLITE ADVISORY IN 2 MINS Farmonaut’s WhatsApp-Based Satellite Advisory is at the forefront of technological advancements, empowering farmers with real-time insights derived from satellite imagery and artificial intelligence. Through the ubiquitous platform of WhatsApp, Farmonaut offers farmers a seamless and efficient means to monitor their crops, receive invaluable insights, and drive informed decisions—all without the hassle of app installations or complex interfaces. With multi-lingual support and automated AI-based farm mapping, Farmonaut empowers farmers worldwide to effortlessly monitor their crops, gain invaluable insights, and make informed decisions. The staggering statistics speak volumes about its efficacy, with over 40,000 WhatsApp messages sent and a remarkable 90%+ read rate, underscoring its indispensable role in modern agriculture. HOW IT WORKS? Farmonaut’s technology is designed for simplicity and speed, ensuring accessibility and efficiency for farmers. Here’s a step-by-step breakdown of the process: Subscription in Seconds Farmers initiate their journey with Farmonaut by sending a WhatsApp message “Add Farm” to +91-8951751784. This simple action kickstarts the registration process, allowing farmers to subscribe to the service in a matter of seconds. Location Sharing made Easy Once subscribed, farmers share their farm’s location via WhatsApp, enabling personalized satellite monitoring tailored to their specific geographic area. Reports in Minutes Within an astonishing 2 minutes, farmers receive comprehensive reports directly on their WhatsApp. These reports encompass crucial insights on crop health, weather forecasts, and more, empowering farmers with actionable data to optimize their farming practices. Benefits Galore Farmonaut’s automated WhatsApp-based satellite advisory offers a myriad of benefits that revolutionize the farming landscape: Instant Access, No Installation Required: Farmonaut grants farmers access to cutting-edge satellite advisory services directly through WhatsApp, eliminating the need for cumbersome app installations and ensuring seamless adoption. Rapid and Secure Mapping: Farmonaut swiftly maps farms with satellites, delivering secure monitoring capabilities to farmers in just 2 minutes, ensuring timely access to critical information. Comprehensive Insights: Farmonaut doesn’t just provide basic monitoring; its platform offers detailed reports encompassing crop health, weather forecasts, and more, empowering farmers with the insights they need to thrive. Simplicity in Understanding: Prioritizing clarity, Farmonaut ensures that even complex agricultural insights are conveyed in a manner that is easy for farmers of all backgrounds to understand. Multi-Language Support: Recognizing the linguistic diversity of farming communities, Farmonaut offers multi-language support, ensuring that every farmer can access and benefit from its advisory services. Automatic Farm Mapping: By leveraging coordinates shared via WhatsApp, Farmonaut automatically maps farms, streamlining the setup process and enabling farmers to dive into monitoring without delay. Convenient Monitoring: With Farmonaut, monitoring your farm is as easy as checking your WhatsApp messages. Farmers can keep a close eye on their crops from the comfort of their homes, saving time and effort. Additional features In addition to the core benefits, Farmonaut’s platform offers: Customized Alerts: Tailored alerts and notifications keep farmers informed about critical developments such as sudden weather changes or pest outbreaks. Historical Data Analysis: Accumulated historical data enables trend analysis and informed decision-making for long-term productivity. Integration with Farm Management Systems: Seamless integration with existing systems consolidates agricultural data for enhanced efficiency. Multi-Language Support: Recognizing the linguistic diversity of farming communities, Farmonaut offers its advisory services in multiple languages. This ensures that farmers can access and understand crucial information in their preferred language, facilitating better decision-making and adoption of best practices. Reports Delivered on WhatsApp: Farmonaut further enhances convenience by delivering comprehensive advisory reports directly to farmers’ WhatsApp accounts. This streamlined approach ensures that farmers have easy access to all the information they need without having to navigate through additional platforms or applications. Multi-Language Support: Farmonaut offers support in multiple languages, ensuring farmers from diverse backgrounds can understand and benefit from the service. Automated AI Based Farm Mapping: Farmonaut’s automated AI-based mapping streamlines the process, ensuring accurate farm mapping with minimal effort. Impact Farmonaut’s WhatsApp-based satellite advisory has made a significant impact on agriculture: Engagement: Over 40,000 WhatsApp messages have been sent, indicating widespread adoption and use by farmers. Read Rate: With a read rate of over 90%, farmers are actively engaging with the advisory reports, highlighting the platform’s effectiveness in delivering valuable insights. Farmonaut’s WhatsApp-based satellite advisory is reshaping agriculture. With its rapid, accessible, and comprehensive approach, Farmonaut is not just transforming farming practices—it’s leading the way towards a more efficient, sustainable future. Join the movement and experience the power of Farmonaut’s satellite advisory, all in just 2 minutes through WhatsApp. Whatsapp “Add Farm” to +91 8951751784

FARMONAUT SHINES AT IMC 2023 Farmonaut, a pioneer in agricultural technology, recently had the privilege of participating in the prestigious Indian Mobile Congress 2023 (IMC 2023) held at Pragati Maidan, New Delhi, from 27th to 29th October 2023. This event brought together the best and brightest minds in the mobile and technology industries, and it provided us with an incredible platform to showcase our innovative agricultural solutions. IMC 2023: An Unmissable Event The Indian Mobile Congress is the largest technology event in India, and this year’s edition introduced a groundbreaking initiative called ASPIRE, dedicated to fostering innovation and expediting growth within the mobile industry. We, Farmonaut were delighted to be a part of this exciting journey toward innovation, especially within the context of agriculture technology. The event was graced by esteemed thought leaders, including: Shri Ashwini Vishnaw Ji, Hon’ble Minister for Railways, Communications, Electronics & Information Technology, Government of India. Shri Devusinh Chauhan, Hon’ble Minister of State for Communications, Government of India Dr. Neeraj Mittal (IAS), Chairman DCC & Secretary(T), DOT, Government of India Mr. Mukesh Ambani, Chairman, Reliance Industries Limited Mr. Sunil Bharti Mittal, Founder and Chairman, Bharti Enterprises Mr. Kumar Manglam Birla, Chairman, Aditya Birla Group    The presence of these luminaries made IMC 2023 an unparalleled opportunity for networking, learning, and gaining inspiration from the best in the business. Farmonaut at IMC 2023 We Farmonaut, as a startup dedicated to revolutionizing agriculture through technology, proudly presented our innovative products at IMC 2023. We were shortlisted for the 5G & Beyond Hackathon 2023, a testament to their commitment to pushing the boundaries of agricultural technology. We were thrilled to share our vision for the future of agriculture technology at this esteemed event. Our mission is to empower farmers through the power of technology, making their lives easier and more efficient. We firmly believe that technology can revolutionize agriculture and help address some of the pressing challenges in the industry. IMC 2023: An Experience to Remember After participating in the 7th edition of India Mobile Congress 2023, Farmonaut expressed their excitement and gratitude for being part of this remarkable event. The event was hosted by the Department of Telecommunications (DoT) in association with the Cellular Operators Association of India (COAI). We, Farmonaut team showcased our cutting-edge agricultural solutions and innovations, all designed to make a significant impact on the lives of farmers. ASPIRE, the innovative startup program within India Mobile Congress, provided us with a fantastic platform to demonstrate our products and connect with tech leaders from the industry. This opportunity allowed us to showcase our technology-driven solutions, network with industry experts, and further our mission of transforming agriculture. https://farmonaut.com/wp-content/uploads/2023/11/20231028_150311-1.mp4 [email protected]   |   farmonaut.com   |   +91-6366026267

SATELLITE ANALYTICS GEO-TAGGING FARMER DATA COLLECTION For the past two years, Farmonaut has been engaged in a Farm Digitization initiative. During when, Farmonaut achieved significant strides and have digitized more than 160,000 farms using multiple platforms and services such as Farmonaut’s Android app, iOS app, web app, API, and white-label products. Our cutting-edge Farmonaut® technologies drive our speedy, dependable, and secure system. The digitization services of Farmonaut include: analytics-ready satellite data with 18+ satellite parameters easy farm mapping tools a robust farmer data collection system The digitization of farms is a crucial step towards achieving sustainable agriculture practices, and Farmonaut’s services make this process accessible to farmers worldwide. Through their various platforms, farmers can access essential information about their crops and land, including soil health, nutrient deficiencies, and potential disease outbreaks. The platforms that make Farmonaut’s services accesible to public include : Mobile Application: Farmonaut’s mobile application is a user-friendly platform that enables farmers to access critical information about their crops and land. The app uses satellite imagery and machine learning algorithms to analyze crop health and provide recommendations for optimal crop management. Farmers can also use the app to track weather patterns and receive alerts about potential weather-related risks to their crops. Web Portal: Farmonaut’s web portal provides a more in-depth view of farmers’ land and crops. The portal allows farmers to view detailed maps of their farms, including soil health, topography, and vegetation index. Farmers can also access historical data about their crops and use this information to make informed decisions about future crop management. access the portal: https://farmonaut.com/ Drone Technology: Farmonaut utilizes drones equipped with cameras and sensors to capture high-resolution images of crops and land. These images can be used to generate 3D maps and identify crop health issues. This technology allows farmers to identify issues quickly and accurately, leading to improved crop yield and reduced waste. Soil Health Analysis: Farmonaut’s soil health analysis services utilize machine learning algorithms to analyze soil samples and provide recommendations for optimal nutrient management. This service helps farmers identify nutrient deficiencies and reduce the use of fertilizers, leading to a more sustainable agriculture practice. Crop Monitoring: Farmonaut’s crop monitoring services use satellite imagery and machine learning algorithms to track crop growth and health. This information can be used to identify potential disease outbreaks, optimize irrigation and fertilization practices, and improve crop yield. A-list clients of FARMONAUT USING LARGESCALE MAPPING

Farmonaut’s Agro Admin App Introduction This case study examines how Farmonaut’s Agro Admin App has significantly improved communication and task coordination for various organizations. For the past two years, organizations has been successfully collaborating with Farmonaut, leveraging their expertise in agricultural technology solutions. The partnership involved Farmonaut managing organizations’s plantations and providing efficient large-scale mapping services. However, to address challenges related to communication, ground personnel management, and satellite data processing, Farmonaut introduced its advanced Agro Admin App, featuring a dashboard, field analysis, task assignment, team management, and profiles. Farmonaut’s Advanced Agro Admin App: Farmonaut has unveiled its cutting-edge Agro Admin App, a comprehensive solution that revolutionizes the way organizations manage their agricultural operations. This robust system encompasses a user-friendly dashboard, sophisticated field analysis tools, seamless task assignment capabilities, efficient team management features, and personalized user profiles. Our Agro Admin App is meticulously designed to simplify and optimize organization’s day-to-day tasks, ensuring that every aspect of their agricultural endeavors runs smoothly and efficiently. From meticulous planning to flawless execution, it’s the go-to tool for enhancing productivity and achieving agricultural excellence. Furthermore, it’s worth noting that this system is seamlessly integrated with our satellite data, providing organizations with real-time insights and precise information to make informed decisions and further elevate their agricultural practices. Need of Agro Admin App for organizations: Communication Gap: Organizations faced challenges in maintaining efficient communication channels across their widespread farms and ground personnel. The lack of a streamlined communication system often led to delays in conveying crucial updates and addressing urgent issues promptly. Satellite Data Management: With two years’ worth of satellite data for over 28,000 farms, organizations struggled to manage and process the vast amount of information effectively. The volume of data, involving 80 lakh to 1 crore satellite images, made it challenging to extract actionable insights promptly. Task Coordination: Coordinating tasks and activities among the on-ground workforce proved to be a cumbersome process. Tracking the progress of various tasks in real-time was challenging, leading to potential inefficiencies in farm operations. Farmonaut’s Agro Admin App Solution: To overcome these challenges, Farmonaut implemented its Agro Admin App , providing a comprehensive solution tailored to organizations’s requirements: Dashboard: The system’s dashboard offered an intuitive overview of key performance metrics and farm-related data. It provided organizations with real-time updates on farm operations, enabling informed decision-making and efficient management. 2. Field Analysis: The field analysis feature presented vital information about each farm, including the field name, area, last visit date, NDVI (Normalized Difference Vegetation Index), NDMI (Normalized Difference Moisture Index), NDRE (Normalized Difference Red Edge), and other essential parameters. This analysis empowered organizations with actionable insights to optimize crop health and productivity. 3. Tasks: The task management module facilitated seamless task assignment and tracking. organizations could assign tasks to the relevant team members, set deadlines, and monitor progress, ensuring timely completion of critical activities. 4. Team Management: The system’s team management functionality enabled organizations to view and manage team members efficiently. This feature facilitated smooth collaboration and enhanced overall team productivity. 5. Profile: The profile section allowed users to manage and customize their individual profiles. This personalization ensured that each team member had a personalized experience and access to relevant information. Outcomes/Results: Streamlined Communication and Ground Personnel Management: Farmonaut’s system introduced a centralized communication platform, leading to improved collaboration among stakeholders, quicker issue resolution, and smoother farm operations. Efficient Satellite Data Processing: Leveraging Farmonaut’s advanced technology, organizations efficiently processed vast amounts of satellite data over two years for tens and thousands of farms, gaining valuable insights into various farm parameters and optimizing decision-making. Data-Driven Decision-Making: With access to processed satellite data, including NDVI, NDMI, and NDRE analysis, organizations made informed decisions to enhance crop health, increase overall productivity, and drive sustainable agricultural practices. Enhanced Task Execution: The implementation of Farmonaut’s Agro Admin App module enabled organizations to assign tasks, set deadlines, and track progress in real-time, resulting in improved task execution and a higher rate of timely task completions. Cost Optimization: By leveraging Farmonaut’s technology, organizations optimized operational costs, reduced unnecessary expenditures, and maximized returns on investment, leading to improved overall financial efficiency.

INTRODUCTION The global tea industry is known for its rich history and immense contribution to the economy. However, like any other agricultural sector, the tea industry faces its own set of challenges. From maintaining the quality and quantity of tea to optimizing production practices, tea growers constantly seek innovative solutions to overcome these obstacles. This is where Farmonaut, steps in to transform the way the tea sector operates. CHALLENGES IN THE TEA INDUSTRY Decline in Availability of Workforce: The tea industry is experiencing a decreasing trend in the availability of workers, particularly in tea gardens. This shortage of workforce has had a direct impact on plucking rounds, leading to a decline in the overall quality of tea production. Difficulty in Introduction of Mechanization: Tea cultivation is a labor-intensive industry, with a significant portion (60%-70%) of the workforce engaged in the manual plucking of tea leaves. While mechanization could potentially address the labor shortage, its introduction poses a substantial challenge. Hand plucking, although costly, is known to produce better quality tea compared to machine plucking.  Lack of Quality Monitoring Mechanism: Ensuring the quality of tea is crucial for its marketability, as it is a high-value crop worldwide. Currently, quality monitoring relies on time-consuming and laborious methods such as inspection by human sensory panels, gas chromatography, and colorimetric analysis. Climate Change Impacts: Climate change has had adverse effects on tea production. Tea bushes are experiencing increased stress, resulting in a gradual deterioration of tea quality. Fluctuating weather patterns, rising temperatures, and unpredictable rainfall have disrupted traditional growing conditions and affected the overall health and productivity of tea plantations. Lack of Marketing Initiatives: The tea industry has struggled with limited marketing initiatives, hindering its ability to penetrate new markets and secure preferential treatment from importing countries. In the past, the lack of competition, favorable domestic prices, and strong export demand from the Commonwealth of Independent States (CIS) contributed to a complacent approach in developing alternative export markets.  Switchover of Major Buying Countries: Key tea-buying countries, such as the United Kingdom and Pakistan, have shifted their preferences back to their traditional suppliers, such as Kenya. This change has negatively impacted the Indian tea industry, as it has lost market share and face increased competition. Addressing these challenges will be crucial for the tea industry’s sustainability and competitiveness. Efforts should focus on attracting and retaining a skilled workforce, exploring innovative approaches to mechanization, investing in advanced quality monitoring technologies, adapting to climate change, revitalizing marketing strategies, and diversifying export markets to ensure a prosperous future for the tea industry. Revolutionizing the Tea Sector with Farmonaut Farmonaut offers pioneering  solutions that address the aforementioned challenges faced by the tea sector. Exploiting progressive technology, Farmonaut provides tea growers with a range of tools and services to enhance both the quality and quantity of their tea production.    Remote Sensing and Imagery: Farmonaut’s satellite imagery and drone data solutions provide tea growers with detailed insights into their plantations. Assessing plant health, detecting crop stress, and monitoring growth patterns become effortless with high-resolution images and multispectral data.    Disease and Pest Detection: Farmonaut’s advanced algorithms and AI-powered systems can detect early signs of diseases and pest infestations in tea crops. By analyzing spectral signatures and patterns, tea growers can take prompt action, applying targeted treatments and minimizing the spread of pests and diseases.    Climate Monitoring and Forecasting: Farmonaut equips tea growers with real-time climate data and forecasts. This helps tea farmers adapt to changing weather conditions, mitigating risks and optimizing their cultivation practices accordingly.    Precise Irrigation and Fertilization: Using Farmonaut’s data analytics and insights, tea farmers can accurately determine irrigation and fertilization requirements. This ensures plants receive optimal water and nutrient levels, maximizing yield and quality.    Crop Management and Automation: Farmonaut’s smart tools enable tea growers to streamline their operations and improve efficiency. From automated irrigation systems to smart pest management solutions, these tools reduce manual labor and enhance productivity. Conclusion: The Future of Tea Farming, Embracing Farmonaut As the tea industry continues to evolve, embracing technology-driven solutions becomes imperative. Farmonaut’s comprehensive suite of farming solutions empowers tea growers to tackle the challenges they face head-on. By utilizing remote sensing, data analytics, and AI-driven insights, tea farmers can make informed decisions, optimize production practices, and enhance the quality and quantity of their tea crops. Join the tea revolution today with Farmonaut and discover new heights in the tea sector.

Farmonaut® is excited to announce a significant achievement in its journey. Farmonaut has been actively supporting RBM Farms by utilizing the cutting-edge Satellite-Based Crop Health Monitoring technology to effectively manage and monitor extensive castor plantations throughout the state of Gujarat. Satellite-Based Crop Health Monitoring technology allows for the remote monitoring and analysis of crop health using satellite imagery and advanced algorithms. This innovative approach provides real-time insights into the condition of crops, enabling farmers to make data-driven decisions and optimize their farming practices. In the case of RBM Farms and their castor plantations in Gujarat, Farmonaut® has leveraged this technology to closely monitor the health and growth of the crops. By regularly analyzing satellite imagery and detecting subtle changes in vegetation indices, such as NDVI (Normalized Difference Vegetation Index), Farmonaut® can assess the overall health and vigor of the castor plants. Castor is an important crop in India, especially in the state of Gujarat. Castor farming has been a significant source of income for farmers in Gujarat for years. However, castor farming is a challenging task, and farmers often struggle with crop management, yield optimization, and marketing. To address these challenges, Farmonaut has partnered with Roha Farms to provide expert advice and farm management services to farmers in Gujarat. Farmonaut’s advanced analytics platform provides real-time crop monitoring and management services that help farmers: To make data-driven decisions, optimize yields, and reduce crop loss. With this engagement, Farmonaut will leverage its expertise to provide customized services to Roha Farms, including: Soil Health Analysis Pest and Diseases management Irrigation Management Yield Optimization By monitoring the crop growth and health, the platform can help identify potential issues early on, enabling farmers to take corrective actions to prevent crop losses. What does the Partnership between Roha Farms and Farmonaut Brings to the Table? The partnership between Farmonaut and Roha Farms is a significant step towards sustainable and profitable castor farming practices in India. The engagement provides farmers with advanced analytics, customized farm management services, and farmer training programs. By leveraging technology, Farmonaut is helping farmers overcome traditional farming challenges and adopt sustainable and profitable farming practices that benefit both the farmers and the environment. Over the course of the past eight months, Farmonaut has effectively supervised and controlled an extensive area of farmland spanning over 2000 hectares. Through the utilization of our cutting-edge satellite technology, we have been able to identify possible problems that may arise and have the potential to negatively affect the productivity of the crops. By identifying these issues at an early stage, we are able to implement timely and effective measures to mitigate their impact on the overall yield of the crops. This proactive approach ensures that any adverse effects are minimized, resulting in optimized productivity and enhanced agricultural outcomes. The platform uses smart applications of iot in agriculture to obtain satellite imagery, weather data, and other factors to monitor the crop growth, identify potential issues, and provide recommendations to farmers. By providing these services, Farmonaut has helped Roha Farms promotes sustainable agricultural practices by optimizing their crop yields, minimizing the crop losses, and improving overall farm management. Real-time crop monitoring is a key aspect of Farmonaut’s engagement with Roha Farms. Through the integration of sensor technologies, such as drones and IoT (Internet of Things) devices, the farm fields are continuously monitored for various parameters like temperature, humidity, soil moisture, and nutrient levels. This data is transmitted to the analytics platform in real-time, enabling immediate analysis and identification of potential problems. Early warning systems are put in place to detect and alert farmers about any emerging threats to the castor crops. By employing machine learning algorithms, the system can recognize patterns and anomalies that indicate pest infestations, diseases, or other stress factors. Timely alerts allow farmers to take proactive measures, mitigating the risks and minimizing crop losses. Precision agriculture techniques are at the core of Farmonaut’s monitoring and management practices. By using GPS technology and geospatial data, farmers can precisely target specific areas of the farmland that require attention, rather than adopting a blanket approach. This approach optimizes resource utilization, such as water, fertilizers, and pesticides, reducing waste and minimizing environmental impact. Moreover, precision agriculture enables variable rate application, wherein inputs are customized based on the specific requirements of different areas within the farmland. This fine-tuning of inputs enhances crop health, minimizes costs, and maximizes yields, resulting in improved overall farm productivity. Conclusion: The long-term multiyear engagement between Farmonaut and Roha Farms marks a transformative phase for castor farming in Gujarat. Through their collaborative efforts, innovative technologies, and customized solutions, they are poised to revolutionize the management and advisory services in the castor plantations of the region. With the successful monitoring of 2000 hectares of farmland in just eight months, the partnership showcases the potential for sustainable farming practices driven by data-driven decision-making. The impact of this collaboration extends beyond just increased yields and profitability—it promises a brighter future for Gujarat’s agricultural sector, its farmers, and the environment.

THAI BANK KRUNGTHAI Acknowledged FARMONAUT’S RENOVATIVE USE OF SATELLITES IN AGRICULTURE Krung Thai Bank is a development-focused financial institution in Thailand that aims to provide individuals with opportunities to access capital funds. The bank’s primary goal is to enable people to secure the necessary financial resources they need for various purposes. By offering financial services and support, Krung Thai Bank strives to empower individuals and businesses by providing them with the means to realize their goals and aspirations through capital funding. Recently, in April 2023, The Krung Thai Bank released an article, in the name of “Krungthai Compass” focusing Space Technology as the main context. The feature describes the various arenas where space technology and satellite data can be indulged in for obtaining information needed for entrepreneurs, research and development. In the sector of Agricultural renovation, Krungthai highlighted the contribution of Farmonaut as a leading Agri-tech startup that encompasses the Satellite Information encouraging precision farming. VITALITY OF SPACE TECHNOLOGY IN THE CONTEMPORARY EPOCH In the realm of information-based industries, satellite technology has emerged as a critical player, significantly impacting numerous business sectors. Over time, it has been extensively developed and utilized to enhance production efficiency and reduce operating costs. Different businesses have distinct demands and requirements for space technology, with variations in the specific details and purposes of its application. These variations can be attributed to factors such as the specific type of technology employed or the method used to process the data obtained from satellites. Recognizing the transformative potential of space technology, Krungthai COMPASS, a prominent organization, has compiled a collection of entrepreneurs who have successfully implemented space technology to improve their business operations. These entrepreneurs have effectively leveraged the capabilities provided by satellite technology to optimize various aspects of their businesses. For instance, in the agricultural sector, entrepreneurs have partnered with satellite technology companies, such as Farmonaut to analyze crop health, monitor soil conditions, and manage water resources efficiently. By accessing high-resolution satellite imagery and data analysis, farmers can make informed decisions about fertilization, irrigation, and crop protection measures. This results in enhanced productivity, improved crop quality, and reduced resource wastage. Redefining Precision Agriculture:Farmonaut’s Trailblazing Smart Remote Sensing Solution Farmonaut’s Smart Remote Sensing system is a game-changer in the field of agriculture. Developed as an Agri-tech startup, Farmonaut, in collaboration with local farmers, this innovative system utilizes satellite technology to provide valuable insights and analysis for crop cultivation. The Smart Remote Sensing system harnesses the power of high-resolution satellite imagery to track and monitor various aspects of crop health and resource management. By analyzing data on soil minerals, water resources, and vegetation indices, the system offers farmers real-time information on the maturity and well-being of their crops. This allows farmers to make informed decisions about irrigation, fertilization, and pest management, leading to optimized resource allocation and increased crop productivity. One of the key advantages of Farmonaut’s system is its ability to provide detailed information on crop growth and development. By continuously monitoring plant health and growth patterns through satellite imagery, farmers can identify early signs of stress or disease, enabling timely interventions to prevent crop losses. This proactive approach helps farmers mitigate risks and optimize yield potential. FARMONAUT utilizes High-resolution satellite imagery and Smart Remote Sensing system for enhanced production In addition to crop monitoring, the Smart Remote Sensing system also assists in disaster management and planning. By leveraging satellite technology, the system can track natural disasters such as floods, droughts, and storms. This enables farmers and relevant authorities to take timely action, such as evacuating livestock or implementing preventive measures to protect crops and infrastructure. By facilitating prompt responses to natural disasters, the system minimizes the impact on agricultural operations and helps farmers recover more effectively. Farmonaut’s Smart Remote Sensing system offers a user-friendly interface and intuitive data visualization tools, making it accessible to farmers of all backgrounds. The system’s compatibility with mobile devices allows farmers to access critical information and insights on the go, empowering them with real-time knowledge and facilitating data-driven decision-making. The implementation of Farmonaut’s system has yielded significant benefits for farmers. By optimizing resource utilization and minimizing wastage, farmers can reduce costs and increase profitability. The system also promotes sustainable agriculture practices by enabling precise irrigation and targeted nutrient management, reducing environmental impact and preserving precious resources. CONCLUSION Overall, Farmonaut’s Smart Remote Sensing system represents a game-changing technology in agriculture. By leveraging satellite imagery and advanced data analysis, this innovative system empowers farmers with actionable insights, enhances productivity, and enables effective resource management. With the continued advancement of space technology, such applications are set to transform the agricultural sector and contribute to a more sustainable and efficient farming ecosystem.

DIGITIZING PLANTATION WITH Farmonaut, in collaboration with Godrej Agrovet, has been using its advanced technologies to offer technological plantation services aimed at mapping over 15,000 farmer fields and gathering farm-level data for these fields. This initiative has allowed Godrej Agrovet to enhance its agricultural practices, resulting in improved crop yields, reduced costs, and increased profitability. Farmonaut, a leading provider of advanced agricultural technologies, has been collaborating with Godrej Agrovet for over two years. Godrej Agrovet is a part of the Godrej Group, one of India’s largest diversified conglomerates. Farmonaut’s collaboration with Godrej Agrovet has resulted in significant improvements in crop yields and overall agricultural efficiency. Over the course of the two-year collaboration, Farmonaut has helped Godrej Agrovet digitize its farming operations, resulting in the digitization of over 160,000 farms. This has helped to streamline operations, reduce errors, and increase productivity, ultimately leading to increased profitability for Godrej Agrovet. Adopting Farmonaut’s mapping and monitoring services allowed Agrovet to successfully map and monitor over 100,000 acres of farmland with utmost scalability and effectiveness. In addition, Farmonaut could also assist Agrovet, in achieving a total tree count over 200,000. The company’s technology-driven approach has allowed for the precise counting of trees across vast areas, providing accurate data on tree density and distribution. Farmonaut’s technologies have also helped Godrej Agrovet to adopt more sustainable farming practices. By leveraging data on soil quality and weather conditions, for example, Godrej Agrovet has been able to optimize its use of fertilizers and pesticides, reducing the overall amount of chemicals used and improving the environmental sustainability of its operations. Overall, Farmonaut’s collaboration with Godrej Agrovet is a testament to the power of advanced agricultural technologies in transforming the agricultural industry. With its cutting-edge Farmonaut® technologies, Farmonaut is also helping farmers to improve crop yields, reduce costs, and adopt more sustainable farming practices, ultimately leading to a more prosperous and sustainable agricultural industry. Farmonaut earns high plaudits to have witnessed the favorable outcomes of their services on Godrej Agrovet’s operations and to have influenced the corelative expansion.

POTATO MAPPING IN MADHYA PRADESH by Farmonaut Potatoes are a staple crop in India and are grown extensively across the country. Madhya Pradesh, a state in central India, is one of the leading potato-producing states in the country with a total potato cultivation area of over 85,000 hectares. To ensure optimal potato farming and yield, it is important to have accurate information about the potato farms, including their location, size, and crop health. Keeping track of potato farms in Madhya Pradesh can be a challenging task, but with the help of advanced technology, it is now possible to map potato farms accurately. This is where the Farmonaut potato farm mapping service comes in. Farmonaut is a digital agriculture company that offers a range of mapping services for farmers. The company uses satellite imagery and machine learning algorithms to provide farmers with accurate and up-to-date information about their crops, allowing them to make more informed decisions about planting, fertilizing, and harvesting. Farmonaut has developed a potato farm mapping service that is tailored for the potato farmers of Madhya Pradesh. The service relies on high-quality satellite imagery to produce precise maps of potato fields, which encompass details about the condition of the soil, crop density, and overall health of the plants. These maps are further scrutinized by advanced machine learning algorithms to generate practical recommendations that farmers can use to enhance their potato cultivation procedures. MERITS: Improved crop management Increased yields Enhanced sustainability Reduced costs Better decision making “Potato farm mapping is a process of creating a visual representation of a potato farm, including the location of fields, soil types, water sources, drainage systems, and other features that can affect potato farming. This mapping is done using geographic information systems (GIS) and other mapping technologies that can help farmers make informed decisions about their production.” Assets of Farmonaut’s Potato Farm mapping Services A significant advantage of the Farmonaut potato farm mapping service is that it furnishes farmers with current data about their crops. This empowers farmers to make well-informed decisions regarding planting, fertilization, and harvesting based on the latest details about the health and growth of their potato plants. As a result, farmers can enhance their crop yields and augment their profitability by leveraging this data to make critical decisions. Moreover, the Farmonaut potato farm mapping service not only provides real-time information but also assists farmers in spotting any underperforming areas in their fields. Through analysis of data about soil health, crop density, and overall plant health, the service helps farmers to identify areas where crops may not be thriving and offers advice on how to tackle these concerns. The purpose of potato farm mapping is to help farmers and other stakeholders make more informed decisions about potato production. By visualizing the layout and characteristics of a potato farm, farmers can identify areas where improvements can be made, optimize planting and irrigation strategies, and reduce the risk of crop loss due to factors such as pests, disease, or weather. In other words, Potato farm mapping can be used to: track the progress of a crop over time monitor changes in soil or water quality identify areas of the farm that require maintenance or repair Overall, the Farmonaut potato farm mapping service is a powerful tool for potato farmers in Madhya Pradesh. By providing real-time information and actionable insights, the service helps farmers to optimize their potato cultivation process, improve crop yields, and increase their profitability. As potato farming becomes increasingly competitive, services like this will be essential for farmers who want to stay ahead of the curve and succeed in this challenging industry. Steps involved in the process of potato farm mapping and collecting ground truthing data for potato area estimation in Madhya Pradesh. 1. Planning and preparation This step involves identifying the potato farming areas in Madhya Pradesh that need to be mapped. It may require coordination between agricultural departments, research institutions, and farmers’ associations. The necessary resources and personnel are allocated for the mapping project. 2. Field Visit and Data Collection Trained personnel visit the potato farms in the identified areas. They carry out detailed field visits to collect data on various aspects of the farms. This includes using GPS devices or other accurate measurement tools to mark the boundaries of the potato fields. 3. Boundary marking and Field mapping The personnel mark the boundaries of the potato fields using GPS coordinates or other precise measurements. This helps create an accurate representation of the fields on the map. The size and shape of each field are recorded, along with any distinguishing features or characteristics. 4. Data Recording During the field visits, data on various farm features are recorded. This includes information on soil types, water sources, irrigation systems, drainage patterns, and any other relevant factors that can impact potato farming. The data is recorded systematically and in a standardized format to ensure consistency. 5. Data Analysis and Mapping Once the field data is collected, it is compiled and analyzed. The collected data is then combined with remote sensing data, such as satellite imagery, to create detailed maps of each potato farm. GIS software or other mapping tools are used to process and visualize the data accurately. 6. Ground truthing validation The ground truthing data collected during the field visits is compared and validated with the remote sensing data. This step helps ensure the accuracy and reliability of the mapping results. Any discrepancies or errors are identified and corrected to improve the quality of the potato farm maps. 7. Area Estimation The accurate boundaries and features of the potato fields, along with the ground truthing data, are used to estimate the total area under potato cultivation in Madhya Pradesh. Statistical analysis or modeling techniques may be employed to extrapolate the data and provide reliable estimates of the potato crop’s area. 8. Utilization of mapping data The generated potato farm maps and area estimation data are used by farmers, policymakers, researchers, and other stakeholders. Farmers can use the maps to make

BLOCKCHAIN BASED TRACEABILITY SOLUTION by Farmonaut The Blockchain-based traceability solution provided by Farmonaut® is a novel strategy for supply chain traceability powered by Hyperledger Fabric, ensuring a secure and transparent network for tracking the movement and origin of goods or product. This can be administered in a multitude of sectors including agriculture, textiles, automotive , pharmaceutical, luxury goods, and many more. A blockchain-based traceability solution is a system that uses blockchain technology to track and record the movement of goods and services from their point of origin to their final destination. This solution offers a way to increase transparency, trust, and accountability in supply chains and other industries. Farmonaut® has developed the traceability solution in such a way that, it outsmarts the conventional methods of tracking and recording the movement of a product. Farmonaut® stipulates a plethora of benefits viz, increased transparency, improved efficiency, enhanced security, better risk management, compliance with regulations and increased sustainability. SECURED AND MOST TRUSTED FORM OF TRACEABILITY Farmonaut® has been propelling in the arena of Blockchain based traceability over an year, providing coherent solutions to enable business efficacy. The traceability solution developed by Farmonaut® works by perfectly curating each and every stage of supply chain right from the point of origin to the point of consumption. Benefits of Farmonaut’s blockchain based traceability? Traceability is essential for businesses because it provides a way to track the movement of goods and services throughout the supply chain. This can help businesses to improve efficiency, reduce costs, and increase customer satisfaction. Additionally, it can help them to comply with regulations, improve quality control, better manage risk, and improve transparency. By implementing traceability solutions, businesses can gain a competitive edge in today’s fast-paced and demanding marketplace. How does Farmonaut®’s Blockchain based Traceability Solution System Works? A blockchain-based traceability system works by using blockchain technology. It typically works by : Collecting data about the movement of goods and services, including information such as, the date and time of their movement, and the parties involved in the transaction. Followed by Data encrytion, where the data is encrypted using advanced cryptographic algorithms, ensuring that it cannot be tampered with or altered in any way. The encrypted data is then stored on a distributed and decentralized blockchain network, where it is maintained by a network of nodes. Further the system may use smart contracts to automate the tracking and recording of data. Smart contracts are self-executing contracts that can be programmed to trigger certain actions when certain conditions are met. Finally, The system may provide a user interface that enables stakeholders to access and analyze the data in real-time, providing complete transparency throughout the supply chain. “This traceability solution that can be adopted in various supply chains, including food, dairy, textile, automotive, pharmaceutical, luxury goods, and many more.” Farmonaut®’s History with Traceability Solutions to Fashion Industry: Once an year, Farmonaut® has been offering blockchain based traceability solutions to the fashion industry with utmost potency with emphasis on bio-diversity. This technology is powered by Hyperledger Fabric, which is a permissioned blockchain platform designed for enterprise use. It is one of the projects under the Hyperledger umbrella, which is an open-source community led by the Linux Foundation focused on developing blockchain technologies for various industries. This particular scientific advancement has been widely appreciated by the clients for its ubiquitous application, reliability, security, and convenient usage. This resolution offered by Farmonaut®, permits real-time visibility into your supply chain, enabling you to make informed decisions about your business operations. For a German Textile Industry which deals majorly with cotton and cotton farms, in order to provide a reliable and trusted solution, Farmonaut is providing 3 services since May 2021 as a solution to solve problems faced by the textile industry: Satellite based Crop Health Monitoring, Blockchain based Traceability and Land Use Land Classification. Therefore why wait? Join the Farmonaut® community and experience the power of blockchain-based traceability! Explore, the robust and flexible blockchain blockchain performance with Farmonaut® integrated with Hyperledger Fabric, that can be used for various enterprise use cases, such as supply chain management, digital identity, and trade finance. Farmonaut®, assures the most secured and trusted form of traceability +91 6366026267 [email protected] www.farmonaut.com

DIGITIZING BUSINESSES IN NIGERIA Farmonaut® and LinxAg, two companies with expertise in digitization and spatial analysis, have joined forces to computerize businesses in Nigeria. The partnership aims to improve the efficiency and productivity of enterprises in various sectors, including agriculture, real estate, logistics and many more.   LinxAg, is a Nigerian firm that offers geospatial solutions to businesses. The company leverages geographic information systems (GIS) and remote sensing technologies to provide location-based insights and decision-making support. The partnership between Farmonaut® and LinxAg brings together their respective strengths and creates new opportunities for businesses in Nigeria. The joint venture aims to provide comprehensive solutions that integrate remote sensing, GIS, and AI-based analytics. By combining these technologies, the partnership can offer businesses a more complete view of their operations and help them identify areas for optimization. HOW THIS TASK IS ACCOMPLISHED? – Bizterrain APP A mobile app and web application named “Bizterrain” has been created by LinxAg to serve both small and large businesses. Using the mobile application, the app can gather data such as: Boundaries of the business location Details of the shop Information about the owner Contact details These data can be easily accessed by the users of the application. Furthermore, if any modifications occur, such as a change in the business’s location or other details, the information can be conveniently edited. The mobile application is versatile and can perform all tasks, including data capture, access, and editing. On the other hand, the web application cannot capture data but can easily access and edit existing data. The Bizterrain App The application includes four main tabs, which are the Dashboard, Analytics, Report, and Profile sections. Dashboard The Dashboard is the main tab of the application, providing users with a bird’s eye view of their businesses. It displays essential information about the business, including the total number of registered businesses, registered users, and the total revenue generated. Analytics The Analytics tab provides businesses with valuable insights and data-driven analysis of their business activities. This tab includes detailed reports on various aspects of the business, such as sales, customers, inventory, and marketing campaigns. Report The Report tab allows users to generate customized reports based on their specific business needs. The reports can be tailored to include specific data fields, such as sales figures, customer demographics, or inventory data. Profile The user’s profile can be accessed on this page, allowing them to modify their password and update their information. This tab enables users to change their login credentials and submit their profile information. This app can be deployed by: Government: One of the primary use cases of Bizterrain by the Nigerian government is in the area of land administration. The application allows government officials to capture detailed information about land boundaries, ownership, and usage. This information can then be used to manage land ownership disputes and to facilitate the distribution of land to farmers and other stakeholders. By using Bizterrain, the government can improve its land management practices and ensure that land is used more efficiently. If the government decides to launch a program and establish eligibility criteria, the Bizterrain application can be utilized to identify individuals’ profiles and estimate the number of eligible individuals for the program. For instance, if the government plans to introduce a scheme for women, they can utilize the application to estimate the number of eligible women in a specific region. Large Company Owners: Big corporations can reap significant advantages by utilizing the application as it enables them to engage with small business owners at a reasonable cost. For instance, if a prominent clothing brand wishes to collaborate with tailors in a specific region, they can easily acquire tailor contacts through the application and initiate local collaborations at reasonable prices. The filter feature of the application enhances user convenience by enabling them to find the necessary contacts effortlessly. Additionally, the map view displaying the location information is useful for storing excess inventory in warehouses located in different regions. Small Business: Small businesses have the option to create their profiles on the application, which can provide them with opportunities to collaborate with prominent corporations. This collaboration can enable them to generate passive income at a better cost. +91 6366026267 [email protected] www.farmonaut.com

During the Rabi season 2020-21, Farmonaut performed yield estimation of wheat in Saharsa district of Bihar using its remote sensing data and dedicated algorithms with several vegetation indices

Every time the satellite crosses location of the selected field, Farmonaut’s Satellite Based Crop Health Monitoring System generates field results as well as user downloadable reports as well. These user downloadable reports can be used for offline purposes when the user is not connected to the internet or wishes to share the field data with the on-field team. These auto-generated reports consist of the following information:

1. Weather Statistics on the Imagery Capture Date (Weather Station, Temperature (minimum and maximum), Pressure, Humidity, Wind Speed, Wind Direction, Cloud Cover)
2. Weather Graphs
3. Weather Forecast (Next 7 Days)
4. Index Data for the satellite captured date
5. Satellite Captured Images
6. Time series trend of the indices
7. Scientific background of the indices
8. Field area in different health zone for each index

The app is available on Google Play Store, Apple App Store as well as a Web App on our website. Happy Farming!

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #greentech #smartfarming #precisionagriculture #agro #agrotech #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #vegetation #india #gis

Introducing ROBUST POLYGON MANAGEMENT SYSTEM with the Farmonaut Web App. While monitoring a big area for crop health and water stress, a user may have to submit hundreds and thousands of polygons within a same master field to facilitate better data insight. To ensure a better accessibility for these large number of polygons within a field, farmers can now see a full searchable list of polygons on the interface itself as well as can provide a customized name for each and every polygon as well. By doing this, users can easily identify any specific polygon and analyze data for their ground level decision making.

Happy Farming!

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #greentech #smartfarming #precisionagriculture #farm #agritech #agriculture #foodsecurity #technology #satellite #vegetation #india #gis #webapp #newfeature #organicmatter

While Monitoring the farms, it is essential to observe how different parts of the field have shown growth changes through time to make better on-field decisions. This can be done through Farmonaut’s Web App by comparing two satellite images simultaneously. You can select any two dates of satellite visits and compare results side by side on the map of the Farmonaut web app itself. Try this out if you haven’t yet.
Happy Farming!
#webapp #newfeature #organicmatter #farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #greentech #smartfarming #precisionagriculture #agro #agrotech #farm #agritech #vegetables #agriculture #foodsecurity #technology #greentech #satellite #vegetation #india #gis #soil #soilhealth #soc

In 2016, fertilizer consumption for India was 165.8 kilograms per hectare. Fertilizer consumption of India increased from 100.3 kilograms per hectare in 2002 to 165.8 kilograms per hectare in 2016 growing at an average annual rate of 3.81 %.
The chemical price can vary from 250 rupees to 2000 rupees per kg depending upon the specific chemical being used. So on an average an Indian farmer spends between 41500 to 332000 rupees per year on each hectare of arable land.
Farmonaut identifies those areas of land where the crop growth is not normal. Farmer can apply fertilizers, chemicals, insecticides, pesticides, plant growth regulators etc. only in
those areas where the crop growth is not normal. By using
remote sensing results provided by Farmonaut, a farmer can save at least 30% on chemical consumption per year.
So for every one hectare of land, farmer can save at least between 12000 (~ $160) and 95000 (~ $1300) rupees per year.

The app is available on Google Play Store, Apple App Store as well as a Web App! Happy Farming!

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #greentech #smartfarming #precisionagriculture #agro #agrotech #farm #agritech #vegetables #agriculture #foodsecurity #technology #greentech #satellite #vegetation #india #gis

PrecisionAg101 Post #4 : These posts are meant to make farmers aware of the basics of precision agriculture and how to interpret various satellite data provided by us.

The field image attached below is of the farmer Paulo o (Ponta Pora – State of Mato Grosso do Sul, 79900-000, Brazil), (Field Area: 47 Hectares). The image displayed on the map is NDRE (Normalized Difference Red Edge) captured by the satellite. NDRE images are used to quantify crop health when the crop is in the later stage of growth. NDVI index is not ideal for the crops in their later stage of growth because in grasses, cereal crops, permanent crops and in certain row crops which are in their later growth stages, chlorophyll content reaches a point at which NDVI reaches a maximum value of 1.0 and hence saturates. Hence, any crop health issue is hard to detect with NDVI until any such problem becomes strong enough to reduce the NDVI value below 1.0. This may happen at a point at which damage has already occurred. By substituting NDVI’s red band with NDRE’s red edge band we can mitigate this issue of saturation discussed above. So, in conclusion, if the crops of observation are permanent or dense, you should use NDRE right away. The colors used to quantify this information is very easy to interpret.

Dark Green/ Green: Crop is very healthy
Yellow: Crop needs attention
Red: Barren land

To cross-verify these results farmers can simply open GPS on their smartphones and can navigate through the field using this image.

By using satellite data provided by us, farmers can:
1. Reduce Chemical/Fertilizer consumption by applying them only in the locations where crop
health is not good.
2. Reduce Labour costs by directing the labours only in those field areas where crop health is
critical.
3. Reduce irrigation water wastage by applying proper irrigation only in those locations where
plant water stress is low.
4. Increase overall yield.

The system is available for use on android, iOS as well as web.

Happy Farming!

#farming #organicfarming #crops #urbanfarming #ndre #rededge #crophealth #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm

PrecisionAg101 Post #3 : These posts are meant to make farmers aware of the basics of precision agriculture and how to interpret various satellite data provided by us.

The field image attached below is of the farmer Tafuma Fundira (Masvingo, Zimbabwe), (Field Area: 2 Hectares). The image displayed on the map is ETCI (Enhanced True Color Image) on the left and VARI (Visible Atmospherically Resistant Index) image on the right. ETCI stands for Enhanced True Color Image. It is basically a TCI image processed by our own systems to enhance the land features which were not so explicitly visible in the raw TCI Image. VARI stands for Visible Atmospherically Resistant Index. VARI is minimally resistant to atmospheric effects, allowing vegetation to be estimated in a wide variety of environment. Hence, it is ideally recommended to be used for farm level decision making if TCI and ETCI images show visible atmospheric distortion such as mild clouds or haze above the field. The colors used to quantify this information is very easy to interpret.
Dark Green/ Green: Crop is very healthy
Yellow: Crop needs attention
Red: Barren land
In the posted image, as we can see, the ETCI image seems to be distorted due to haze and clouds. In such cases vegetation indices like NDVI will not give correct observations. Thus, VARI is used in such cases. As we can see through the VARI image, a majority of the field is growing pretty well, with some barren regions shown in red. To cross-verify these results farmers can simply open GPS on their smartphones and can navigate through the field using this image.

By using satellite data provided by us, farmers can:
1. Reduce Chemical/Fertilizer consumption by applying them only in the locations where crop health is not good.
2. Reduce Labour costs by directing the labours only in those field areas where crop health is critical.
3. Reduce irrigation water wastage by applying proper irrigation only in those locations where plant water stress is low.
4. Increase overall yield.

The system is available for use on android, iOS as well as web.

Happy Farming!
#farming #organicfarming #crops #urbanfarming #vari #crophealth #fieldscouting #remotesensing

PrecisionAg101 Post #2 : These posts are meant to make farmers aware of the basics of precision agriculture and how to interpret various satellite data provided by us.

The field image attached below is of the farmer Gullapalli Sujatha (Viswamatha farms, Andhra Pradesh, one of the pioneers in Natural Farming in India), (Field Area: 26 Hectares). The image displayed on the map is NDWI (Normalized Difference Water Index) captured by the satellite. NDWI images are used to quantify water stress in the vegetation in a field. NDWI index can help us control irrigation, significantly improving agriculture, especially in areas where meeting the need for water is difficult. The colors used to quantify this information is very easy to interpret.

Dark Green/ Green: water stress is good
Yellow: irrigation may need attention
Red: Barren land/ no vegetation

In the posted image, as we can see, the top portion of the field shows pretty good water stress in the vegetation, whereas the remaining field is in the yellowish or red region. This indicates that the farmer needs to pay attention to irrigation in these highlighted regions. To cross-verify these results farmers can simply open GPS on their smartphones and can navigate through the field using this image.

By using satellite data provided by us, farmers can:
1. Reduce Chemical/Fertilizer consumption by applying them only in the locations where crop
health is not good.
2. Reduce Labour costs by directing the labours only in those field areas where crop health is
critical.
3. Reduce irrigation water wastage by applying proper irrigation only in those locations where
plant water stress is low.
4. Increase overall yield.

The system is available for use on android, iOS as well as web.

Happy Farming!
#farming #organicfarming #crops #urbanfarming #ndwi #waterstress #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #agriculture #foodsecurity #technology #satellite #vegetation #india #gis #waterstress #advisor #cropyield

Farmonaut has been at the forefront of providing satellite based crop health monitoring services to farmers. We keep upon adding useful features for farmers to make their farming practices much accurate. Today, we have integrated EVI results into our system which can be accessed through our android app.
Even though NDVI results are pretty accurate in estimating crop health status of a field, there are still a few shortcomings (atmospheric and ground level) which can influence the field results.
The Enhanced Vegetation Index (EVI) uses additional wavelengths of light to correct for the inaccuracies of NDVI. Variations in solar incidence angle, atmospheric conditions like distortions in the reflected light caused by the particles in the air, and signals from the ground cover below the vegetation are corrected for using EVI.
Select your field for satellite monitoring on the app and start receiving EVI results with the satellite data as well!
Happy Farming!
#evi #ndvi #ndwi #vegetation #soil #aerosol
#organicfarming #crops #urbanfarming #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #india #gis #waterstress #advisor #cropyield

Managing multiple farmer portfolios and generating results (Remote sensing data, weather data, precision agriculture analysis, GEOTIFF images) for them can be time consuming. Not only it limits the number of farmers you can serve but also the amount of money you spend on generating these results through third-party services. Why not automate this entire process and receive all these results automatically whenever the new data is available. By automating this entire process through Farmonaut, you can save time, money as well as can increase your farming clientele multifolds. Download the app now and start monitoring fields of your farmers! For any queries contact us on: [email protected]

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #vegetation #india #gis #waterstress #advisor #cropyield

Managing multiple farmer portfolios and generating results (Remote sensing data, weather data, precision agriculture analysis, GEOTIFF images) for them can be time consuming. Not only it limits the number of farmers you can serve but also the amount of money you spend on generating these results through third-party services. Why not automate this entire process and receive all these results automatically whenever the new data is available. By automating this entire process through Farmonaut, you can save time, money as well as can increase your farming clientele multifolds. Download the app now and start monitoring fields of your farmers! For any queries contact us on: [email protected]

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #vegetation #india #gis #waterstress #advisor #cropyield

Managing multiple farmer portfolios and generating results (Remote sensing data, weather data, precision agriculture analysis, GEOTIFF images) for them can be time consuming. Not only it limits the number of farmers you can serve but also the amount of money you spend on generating these results through third-party services. Why not automate this entire process and receive all these results automatically whenever the new data is available. By automating this entire process through Farmonaut, you can save time, money as well as can increase your farming clientele multifolds. Download the app now and start monitoring fields of your farmers! For any queries contact us on: [email protected]

#farming #organicfarming #crops #urbanfarming #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #vegetation #india #gis #waterstress #advisor #cropyield

Farmonaut has been at the forefront of providing satellite based crop health monitoring services to farmers. We keep upon adding useful features for farmers to make their farming practices much accurate. Today, we have integrated EVI results into our system which can be accessed through our android app.
Even though NDVI results are pretty accurate in estimating crop health status of a field, there are still a few shortcomings (atmospheric and ground level) which can influence the field results.
The Enhanced Vegetation Index (EVI) uses additional wavelengths of light to correct for the inaccuracies of NDVI. Variations in solar incidence angle, atmospheric conditions like distortions in the reflected light caused by the particles in the air, and signals from the ground cover below the vegetation are corrected for using EVI.
Select your field for satellite monitoring on the app and start receiving EVI results with the satellite data as well!
Happy Farming!
#evi #ndvi #ndwi #vegetation #soil #aerosol
#organicfarming #crops #urbanfarming #fieldscouting #remotesensing #consultant #agriconsultant #greentech #smartfarming #precisionagriculture #farm #agritech #vegetables #agriculture #foodsecurity #technology #satellite #india #gis #waterstress #advisor #cropyield