Derek Rude(@SWATMAPS_Derek) 's Twitter Profile Photo

hitting the fields for pre-seed weed control-Capturing thousands of images across SWAT MAPS farms. At this stage will automatically produce a map of pre-seed weed pressure by . Next pass will provide plant counts, crop coverage, and weed pressure by

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InvoZone(@InvoZone) 's Twitter Profile Photo

So scenic! 😍

What a retreat after working tirelessly for weeks. Pakistan’s northern areas are a wonder in itself, so much to explore and such warm people!

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Derek Rude(@SWATMAPS_Derek) 's Twitter Profile Photo

1/2 Working on SWAT MAPS bare soil % model. Trend by not surprising considering a dry 2021:🔽residue/🔼bare soil in higher and drier zones 1-5. 🔼residue/🔽bare soil in wetter, but well drained zones 6-10. 1 image shown.

1/2 Working on @swatmaps #swatcam bare soil % #MachineLearning model. Trend by #swatzone not surprising considering a dry 2021:🔽residue/🔼bare soil in higher and drier zones 1-5. 🔼residue/🔽bare soil in wetter, but well drained zones 6-10. #swatzone 1 image shown. #swatresearch
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Cory Willness(@CropProCory) 's Twitter Profile Photo

Sampled yesterday. What is that? 40 sample points on top of swat zones all sampled individually in 2.5 acre increments. Contrast to sampling which is the same points but each zone point is mixed in with the other zone points. 40 samples vs 5 samples

Sampled #swatgrids yesterday. What is that? 40 sample points on top of swat zones all sampled individually in 2.5 acre increments. Contrast to #swatzone sampling which is the same points but each zone point is mixed in with the other zone points. 40 samples vs 5 samples #swatpars
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Derek Rude(@SWATMAPS_Derek) 's Twitter Profile Photo

Crop planning and Rx time for . customers can look back mid-winter at how this cereal crop established by back in 2022! 1000s of high res images connect visual observations to data overlayed over field topography. How would you use this tool? SWAT MAPS

Crop planning and Rx time for #plant24. #swatcam customers can look back mid-winter at how this cereal crop established by #swatzone back in 2022! 1000s of high res images connect visual observations to data overlayed over field topography. How would you use this tool? @swatmaps
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Derek Rude(@SWATMAPS_Derek) 's Twitter Profile Photo

2/2 10 image shown here. SWAT MAPS creates these 4 data layers: Bare soil, residue, crop, weeds. Will be interesting to show correlations of bare soil/residue to crop emergence and yield.

2/2 #swatzone 10 image shown here. @swatmaps  #swatcam creates these 4 data layers: Bare soil, residue, crop, weeds. Will be interesting to show correlations of bare soil/residue to crop emergence and yield.
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