ntag1618's repositories
awesome-forests
🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.
climate-change-data
:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change
earthengine-community
Tutorials and content created by Earth Engine users, for Earth Engine users
ecochange-R-code-figures
R code to reproduce Figures 2-4 in the paper entitled: "ecochange: An R-package to derive ecosystem change indicators from freely available Earth Observation products"
gedi_tutorials
GEDI L3 and L4 Tutorials
geospatial-python
Introduction to Geospatial Raster and Vector Data with Python
ggmap2
R package to easily create nice maps
Global_FAPAR_250m
Land potential assessment based on 2000--2021 FAPAR monthly time-series at 250 m resolution
Landsat-Classification-Using-Convolution-Neural-Network
Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
ltqa
LandsaT Quality Assessment (LTQA)
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
meteo_hist
A web app to create interactive temperature and precipitation graphs for places around the world
modern-resume-theme
A modern static resume template and theme. Powered by Jekyll and GitHub pages.
NEON_tdiv_sdiv
Code supporting analyses in "Making remote sense of biodiversity: What grassland characteristics make spectral diversity a good proxy for taxonomic diversity?"
psych252slides
Slides
renewable-electricity
Visualizing Germany's (slow) transformation to renewable electricity
sensor-bands
Table of satellite sensor bands in the visible to infrared wavelengths
Sentinel1-Sentinel2-ARD
Creates analysis read data (ARD) from sentinel data. Creates multi-modal and/or multi-temporal Sentinel-1 and Sentinel-2 ARD.
Statistical-Methods-Seminar-Series
Repository for code shared be presenters in the EFI hosted Statistical Methods Seminar Series
streamlit-geospatial
A multi-page streamlit app for geospatial
tidy_tuesday
Scripts from Tidy Tuesday fun
tidytuesday
Official repo for the #tidytuesday project
tree-detection-evo
Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks
UAV_Tools
Misc tools for processing UAV/UAS data
worldmet
Easy access to NOAA Integrated Surface Database (ISD) surface meteorological observations