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ace_592

anania_afepa_summer_school

Repository to grant students access to material and links

bigspatialdatar

Slides and lecture notes on how to process large spatial data with R

blockcv

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See

cast

Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

crop_yield_prediction

Crop Yield Prediction with Deep Learning

deep-forecast

The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

global-oil-market

This code show the SVAR results from the paper: "Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, vol. 99(3), pages 1053-1069, June.

lasso_model_selection_lecture

maizeyield

mgwr

Multiscale Geographically Weighted Regression (MGWR)

ml_course_calabria2020

mlr3spatiotempcv

Spatiotemporal resampling methods for mlr3

open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

paneldatamatlab

A Panel Data Toolbox for MATLAB

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

r-me-test

R package implementing tests for hypotheses about measurement error

raster-vision

An open source framework for deep learning on satellite and aerial imagery.

rnn_flow

scipy2019-intermediate-gds

This is the Intermediate Data Science Workshop for the 2019 Scientific Python conference in Austin, TX.

st_deeplearning

Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"

stevaluation-mdpi2021

"Evaluation procedures for forecasting with spatio-temporal data" -- Mathematics (MDPI) 2021

torchgeo

TorchGeo: datasets, transforms, and models for geospatial data