farmerassist Goto Github PK

agtech_drl

Optimize plant growth conditions using deep reinforcement learning techniques (DDPG, TD3, SAC) and a crop simulator (PCSE-v0).

climate-fieldview

Climate Fieldview ag data API

crop_yield_prediction

Crop Yield Prediction with Deep Learning

dsen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

ensemble

A package for making and working with probabilistic predictions

eoreader

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

frontend

geoblaze

Blazing Fast JavaScript Raster Processing Engine

graphcast

hybrid-ensemble-kalman-filter

Codes for H-EnKF framework

modelinputs

primereact

The Most Complete React UI Component Library

prosail-nested

Python bindings for the PROSAIL canopy reflectance model

pycrop-yield-prediction

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

pylandsat

Search, download, and preprocess Landsat imagery 🛰️

pyrosar

framework for large-scale SAR satellite data processing

pysebs

Running SEBS Model within Python GUI

pytseb

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

pywrf-automation

Python automation script to download the Global Forecast System (GFS) data from NOMADS NOAA with spatial resolution 0.25 degree and execute Weather Research & Forecasting (WRF) model.

scope

SCOPE is a simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.

sentinel1-sentinel2-ard

Creates analysis read data (ARD) from sentinel data. Creates multi-modal and/or multi-temporal Sentinel-1 and Sentinel-2 ARD.

simulation

spwk-agtech-task

tseb-workshop

Workshop on TSEB modelling framework

usbuildingfootprints

Computer generated building footprints for the United States

wofost-study