gisbeginner's repositories
AgriITSC
Prototype-based method for agricultural image time series classification.
climate-learn
Source code for ClimateLearn
climate_indices
Climate indices for drought monitoring
DAPPER
Data Assimilation with Python: a Package for Experimental Research
DARTpy
Python codes for state-space analysis of output from the Data Assimilation Research Testbed
data-assimilation-tomato-models
Code used in the project "Leveraging data assimilation and monitoring data for improvement of crop growth estimates in protected environments". It includes tomato models implementations, and scripts for data preparation, model calibration, assimilation, sensitivity analysis, visualization strategies and other assessments performed.
DS-python-geospatial
Python for GIS and Geoscience - specialist course Doctoral schools of Ghent University
earthengine-community
Tutorials and content created by Earth Engine users, for Earth Engine users
esri-leaflet-doc
Documentation, API Reference and Samples
iris
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Landsat_SMW_LST
Land Surface Temperature from Landsat on Google Earth Engine
lavendar
The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data assimilation for land surface models.
MMST-ViT
PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
pcse_notebooks
A collection of Jupyter notebooks that demonstrate usage of PCSE
pysteps
Python framework for short-term ensemble prediction systems.
pytesmo
python Toolbox for the Evaluation of Soil Moisture Observations
PyTorch-Tutorial
Build your neural network easy and fast
react-native-location-tracking
Track User location and draws the path you have taken
react-native-osmdroid
React Native wrapper for osmdroid maps
scikit-eo
A Python package for Remote Sensing Data Analysis
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
servir-aces
Agricultural Classification and Estimation Service
terravibes-digitalag22
Code and tutorials for the TerraVibes Tech Session at the 2022 Digital Ag Hackathon by Cornell
torchgeo
TorchGeo: datasets, transforms, and models for geospatial data
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
wofost_tools
A tool set to run WOFOST in different modes and using various workflow
WorldCrops
Precision agriculture in the embedding space
wrf_hydro_training
Jupyter notebooks for WRF-Hydro trainings