How to Make Quality Maps and Image Requirements

REQUEST A FLIGHT THROUGH THE AGREMO APP

Read a short guide for a few steps to request a drone flight through the Agremo app.

CHOOSING THE RIGHT DRONE

For requesting Agremo Analyses, you need drone images captured with the most common commercial drones, both fixed-wing and multirotor.

DRONE MAPPING/CAMERA & SENSOR

Drone mapping is an aerial survey conducted by a drone and specialist cameras, which can include RGB (for photogrammetry), multispectral, thermal, or LiDAR sensors. You don’t need any specific sensor or camera. The analyses work with every available RGB sensor. Agremo analyses also work with specialized sensors like the ones from Micasense or Senterra, NIR, or multispectral cameras. Higher-resolution imagery will produce better data, so we recommend using a camera with a high pixel resolution. A minimum required resolution is 12 megapixels with 20 megapixels being ideal.

STITCHING 

Agremo has a built-in stitching engine available as an add-on.

Agremo AI analyses work only with stitched images (2D maps) in GeoTIFF format. 2D Map (orthomosaic) in GeoTiff is formed through the stitching process of a drone image sequence with a stitching software solution of your choice.

If you would like to use our stitching service please, contact us at [email protected] to find out more.

GROUND SAMPLING DISTANCE

Ground sample distance (GSD) is a metric that is useful for photogrammetry and measurements in drone mapping and surveying projects. GSD is defined as the distance between the centers of two adjacent pixels measured on the ground. This metric is related to the camera focal length, the resolution of the camera sensor, and the camera’s distance from the subject. It is usually described in centimeters per pixel (cm/px)

TIMING

Agronomists and Ag drone experts recommend starting mapping plants once they have reached the V3 stage or about 5 in height. Also, fly a drone during the middle of the day to avoid shadows on your images and ensure good light distribution across the field.

PREVIOUS CROP TREATMENTS & WATERING

In case the plants were treated or watered before mapping, it would be best if the entire field was treated (not just part of the field), as these actions may have an impact on factors like color and canopy, which could affect the accuracy of the results.

FRONT & SIDE OVERLAP

To achieve 0.4-1 in per pixel, choose an 80% front and 70% side overlap, or try different settings that work for your drone and sensor. If you need a better image quality with more details (to spot plant stress or diseases on small plants for example), increase the side overlap accordingly.

ALTITUDE

Altitude always depends on the sensor you’re working with and how detailed the images have to be for the particular case. Ag drone experts recommend flying between 165-300 ft.

SPEED

Flying speed is determined by the flight planning app based on flight altitude and overlap.

WEATHER

Generally, it’s okay to fly both during sunny and overcast conditions, as long as the light is distributed evenly on the field. Experts recommend mapping either when clouds cover the entire field or when there are no clouds.

What our partners are saying

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DJI Agriculture

Agremo's AI solution turns DJI's drone imagery into actionable insights, and its recipe maps make our AGRAS drone a truly intelligent and precise spraying tool." The integration of the Agremo platform between Agremo and the DJI drone is a turnkey solution for precision agriculture.

Ciprian Iorga

The biggest benefit for farmers who use drones and Agremo reports is that they increase their yields, reduce costs or improve their productivity. In the end, all these benefits are lead to extra profits.

Zdravko Hojka

Agremo Stand Count analysis shows how successful seeding was and how many plants farmers will be able to harvest. Withal, it can help to apply different sowing standards in different parts of the plot, in order to achieve the highest yields.