ritviksahajpal

agera5tools

Tools for manipulating (exporting, extracting) AgERA5 data

agoro-field-boundary-detector

Detect field boundaries using satellite imagery.

api-examples

Repository of sample scripts with which one consumes data from Agrimetrics' Data Platform

BreizhCrops

A Satellite Time Series Dataset for Crop Type Identification

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

decode

Python code for the DECODE method and mxnet code for Fractal ResUNet

gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

GlobalUrbanHeat

Repository for Tuholske et al. (2020). "Global Urban Extreme Heat Exposure" & Global High Resolution Daily Urban Extreme Heat Exposure (UEH-Daily) 1983 - 2016 dataset

merf

Mixed Effects Random Forest

MLCAS2021teamQU

MLforCropYieldForecasting

Implementation of Machine learning baseline for large-scale crop yield forecasting

OutlierConf2021

⭕ Slides and hands-on codes for my talk "ggplot Wizardry: My Favorite Tricks and Secrets for Beautiful Plots in R" at the 1st OutlierConf, February 4–7 2021.

STREAM-RS

suboptimal

Seriously Unnecessary Baffling Obscure Perplexing Terms In MAchine Learning

WheatGbyE

Scripts for GxE analysis and plotting of nursery

asf-jupyter-notebooks

Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.

awesome-agriculture

Open source technology for agriculture, farming, and gardening

DeepCropMapping

Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping".

FARMA

FARMA is the Fusion Approach for Remotely-Sensed Mapping of Agriculture

GeoNutrition

GeoNutrition Project codes and data extracts

Landsat-LAI

Employing a data-driven approach to generate Leaf Area Index (LAI) maps from Landsat images over CONUS

pcse

Repository for the Python Crop Simulation Environment

pcse_notebooks

A collection of Jupyter notebooks that demonstrate usage of PCSE

shamba

Smallholder Agriculture Monitoring and Baseline Assessment tool

simaconv

Python package for converting the CSV files that SIMA sends to NASA Harvest

SoilGrids250m

Global spatial predictions of soil properties and classes at 250 m resolution

SoilHealthGHGs

Soil Health GHG calculator

starfm4py

The STARFM fusion model for Python

TradeAI

AI for Trade: This repository includes code, scripts, datasets, results, figures, instructions in a readme file, and more. Please contact the authors for more information.