WaterBalanceR: An R-Package for estimating water balance for starch potatoes in Germany based on NDVI values provided by Sentinel-2, PlanetScope or DJI Phantom 4 Multispectral UAV
Authors/Creators
- 1. Helmholtz Centre Potsdam German Research Centre for Geosciences GFZ, Section 1.4 - Remote Sensing and Geoinformatics
Description
As water is usually a limited resource in agriculture, it needs to be saved as best as possible. Starch potatoes in NE Germany need to be irrigated with about 80 - 120 mm during a vegetation period depending on climate conditions. Here, agriculturists often over- or underestimate the potatoes needs of water, so there is a potential for optimization. WaterBalanceR is an R-Package to create maps showing daily, spatially distributed water balance for starch potatoes in NE Germany and beyond. NDVI data needs to be derived from either preprocessed DJI Phantom 4 Multispectral or PlanetScope satellite data or Sentinel-2 satellite data. Any further information like reference evapotranspiration can automatically be downloaded from German Weather Service (DWD) and processed within the package. Besides, there is also a tool included to download and process irrigation data from "Raindancer", if the user has got a subscription for it. The model output can show a high spatial resolution map with a default of 5 m, so an irrigation on a pricision farming scale can be applied, depending on the individual need of water in every pixel. As the output is exported either as a portable network graphics (.png) and as Shapfiles (.shp), there as is solution that be can helpful for supporting decisions at first glance as well as for further development.
Files
WaterBalanceR_0.1.16.zip
Files
(165.2 MB)
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md5:69ee1606f190135b40f4b4212854d78a
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Additional details
Related works
- Is supplemented by
- Journal article: 10.3390/rs17183227 (DOI)
Dates
- Submitted
-
2025-08-06Journal of Open Source Software
Software
- Repository URL
- https://github.com/thomasp-gfz/WaterBalanceR_JOSS
- Programming language
- R
- Development Status
- Active