Drone Solutions for Agriculture
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Research Plot Measurement
![Mavic 3 Multispectral](https://static.wixstatic.com/media/01ec23_29c7deab9fd24574acd2d9e1682cb9d5~mv2.png/v1/fill/w_489,h_426,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/01ec23_29c7deab9fd24574acd2d9e1682cb9d5~mv2.png)
​Issue
On research trials for seeds, herbicides, and others, germination rate, weed density, leaf area, and other measurements are normally done by field technicians.
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Solution
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Image Stitching with DJI Terra
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Extracting seedling, weed and other objects
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Value
Higher accuracy, faster processing
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Orchard Management
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Cotton Emergence Count
![Mavic 3M cotton emergence count](https://static.wixstatic.com/media/01ec23_b9992901e79b41e39b16ad5d0747242a~mv2.png/v1/fill/w_489,h_340,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/01ec23_b9992901e79b41e39b16ad5d0747242a~mv2.png)
Issue
​Germination rate investigation is important in cotton planting, which can guide decisions of re-planting, irrigation, fertilization and so on.
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Solution
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Mavic 3 Multispectral Imaging;
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Cotton Emergence Count on DJI SmartFarm
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Value
Emergence count using high-resolution image from M3M and AI detection accelerates the process and improve counting accuracy.
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Variable Rate Fertilization
Issue
​Flat rate fertilization can cause over use of fertilizer, wasting fertilizer and may also causing heading delay and crop lodging in the later stage.
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Solution
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Mavic 3 Multispectral Mapping;
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Image stitching on DJI Terra or DJI SmartFarm to generate vegetation indices such as NDVI
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Prescription generation on Terra or SmartFarm
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VRA fertilization using AGRAS drone or tractor
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Value
In 2022, farmer in Japan utilized drone based VRA solution, and achieved yield increase while reduce fertilizer use
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VRA of Growth Regulator on Cotton
Issue
​Flat rate application of growth regulation ignores growth variation in cotton field, which may decrease yield potential.
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Solution
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Mavic 3 Multispectral Mapping;
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Image stitching on DJI Terra or DJI SmartFarm to generate vegetation indices such as NDVI
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Prescription generation on Terra or SmartFarm
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VRA fertilization using AGRAS drone or tractor
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Value
In 2022, farmer in China achieved yield increase by growth regulator VRA
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Decease Detection - A Developer Case
![M3M decease detection](https://static.wixstatic.com/media/01ec23_d1a89988100445afaa02915b71d3ed1c~mv2.png/v1/fill/w_489,h_219,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/01ec23_d1a89988100445afaa02915b71d3ed1c~mv2.png)
Issue
​Manual scouting can only cover limited area of the field. Decease that is not dated in the early stage can cause yield damage.
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Solution
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Mavic 3 Multispectral scouting with high resolution images;
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Uploading to AgroScout for decease AI detection
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Value
Auto scouting with drone, improving scouting efficiency and coverage, so that decease can be detected in time.
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Forest Growth Monitoring
Issue
Traditional forestry survey is difficult, inefficient and costly.​
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Solution
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Mavic 3 Multispectral Mapping;
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Generate NDVI, GNDVI, LCI, NDRE, OSAVI.
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Area calculation via DJI Terra
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Use 3rd party software such as ENVI and ARCGIS for vegetation coverage and forest gap analysis.
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Value
High Efficiency, safety and reliability
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Water Quality Monitoring
![m3m water quality monitoring.png](https://static.wixstatic.com/media/01ec23_8aed6b7bce2e4366ad08fbe30b3d2be2~mv2.png/v1/fill/w_489,h_342,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/01ec23_8aed6b7bce2e4366ad08fbe30b3d2be2~mv2.png)
Issue
​Traditional 2D model or orthophoto cannot quantify and judge the pollution of the river.
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Solution
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The multispectral imaging of different water bodies is different, and can be used for analysis.
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Use M3M to collect data and use DJI Terra for modeling. The model shows high chlorophyll content (greater than 0.5), which represents a high degree of eutrophication in this water area
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Value
High efficiency, safety and reliability.
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