Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "remote-sensing" keyword

Top 4.0% on pypi.org
eemont 0.3.6 💰
A Python package that extends Google Earth Engine
18 versions - Latest release: over 1 year ago - 3 dependent packages - 11 dependent repositories - 3.49 thousand downloads last month - 398 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
sahi 0.11.15
A vision library for performing sliced inference on large images/small objects
91 versions - Latest release: 6 months ago - 10 dependent packages - 72 dependent repositories - 118 thousand downloads last month - 3,585 stars on GitHub - 1 maintainer
geospatial-learn 0.129
geospatial-learn is a Python module for using scikit-learn andxgb models with geo-spatial data, c...
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 22 downloads last month - 25 stars on GitHub - 2 maintainers
Top 6.3% on pypi.org
dea-tools 0.3.2
Functions and algorithms for analysing Digital Earth Australia data.
112 versions - Latest release: about 2 months ago - 5 dependent repositories - 2.12 thousand downloads last month - 410 stars on GitHub - 6 maintainers
geo-map-harmonizer 0.0.0.2 💰
Algorithm for harmonizing geotiff map legends
2 versions - Latest release: 4 months ago - 7 downloads last month - 4,512 stars on GitHub - 2 maintainers
Top 4.4% on pypi.org
earthaccess 0.9.0
Client library for NASA Earthdata APIs
14 versions - Latest release: 2 months ago - 3 dependent packages - 7 dependent repositories - 4.36 thousand downloads last month - 247 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
hydrafloods 2023.10.14
HYDrologic Remote sensing Analysis for Floods
62 versions - Latest release: 7 months ago - 1 dependent package - 2 dependent repositories - 618 downloads last month - 139 stars on GitHub - 2 maintainers
detectree 0.5.1
Tree detection from aerial imagery in Python.
9 versions - Latest release: about 1 month ago - 3 dependent repositories - 217 downloads last month - 207 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
pytesmo 0.16.0
Python Toolbox for the evaluation of soil moisture observations
57 versions - Latest release: 8 months ago - 13 dependent repositories - 2.22 thousand downloads last month - 75 stars on GitHub - 4 maintainers
rt1-model 0.5
Implementation of the RT1 first order radiative transfer model.
4 versions - Latest release: 3 months ago - 31 downloads last month - 10 stars on GitHub - 2 maintainers
rt1 1.5.2
RT1 - bistatic single scattering radiative transfer model
20 versions - Latest release: almost 3 years ago - 1 dependent repositories - 144 downloads last month - 10 stars on GitHub - 2 maintainers
Top 7.7% on pypi.org
py6s 1.9.2
A wrapper for the 6S Radiative Transfer Model to make it easy to run simulations with a variety o...
30 versions - Latest release: almost 2 years ago - 1 dependent package - 2 dependent repositories - 1.11 thousand downloads last month - 177 stars on GitHub - 2 maintainers
obia4rtm 1.0
Object-Based Image Analysis Tools for Radiative Transfer Modelling
1 version - Latest release: about 4 years ago - 1 dependent repositories - 10 downloads last month - 18 stars on GitHub - 1 maintainer
glaft 1.0.0
GLAFT evaluates the quality of glacier velocity maps using statistics and physics based metrics.
2 versions - Latest release: 7 months ago - 1 dependent repositories - 39 downloads last month - 15 stars on GitHub - 2 maintainers
nasa-wildfires 1.2.0
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Mana...
9 versions - Latest release: 10 months ago - 1 dependent repositories - 97 downloads last month - 24 stars on GitHub - 4 maintainers
Top 8.3% on pypi.org
metnet 4.1.17 💰
PyTorch MetNet Implementation
41 versions - Latest release: about 2 months ago - 2 dependent repositories - 436 downloads last month - 217 stars on GitHub - 2 maintainers
Top 6.1% on pypi.org
ee-extra 0.0.15
A ninja Python package behind rgee, rgeeExtra and eemont.
15 versions - Latest release: over 1 year ago - 1 dependent package - 22 dependent repositories - 6.85 thousand downloads last month - 55 stars on GitHub - 2 maintainers
Top 6.1% on pypi.org
landsatxplore 0.15.0
Search and download Landsat scenes from EarthExplorer
14 versions - Latest release: about 1 year ago - 1 dependent package - 6 dependent repositories - 1.33 thousand downloads last month - 186 stars on GitHub - 2 maintainers
Top 4.5% on pypi.org
ismn 1.4.1
Readers for the data from the International Soil Moisture Database
17 versions - Latest release: 5 days ago - 1 dependent package - 40 dependent repositories - 740 downloads last month - 29 stars on GitHub - 6 maintainers
Top 6.1% on pypi.org
openeo 0.29.0
Client API for openEO
49 versions - Latest release: 9 days ago - 3 dependent packages - 11 dependent repositories - 3.16 thousand downloads last month - 116 stars on GitHub - 2 maintainers
pg-to-evalscript 0.2.9
Python client API for OpenEO
29 versions - Latest release: 6 months ago - 1 dependent repositories - 263 downloads last month - 116 stars on GitHub - 2 maintainers
Top 2.0% on pypi.org
sentinelsat 1.2.1
Utility to search and download Copernicus Sentinel satellite images
41 versions - Latest release: about 1 year ago - 10 dependent packages - 156 dependent repositories - 23.3 thousand downloads last month - 957 stars on GitHub - 2 maintainers
frx08-sentinelsat 1.2.2
Utility to search and download Copernicus Sentinel satellite images
2 versions - Latest release: 11 months ago - 24 downloads last month - 940 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
eodag 2.12.1
Earth Observation Data Access Gateway
71 versions - Latest release: 2 months ago - 6 dependent packages - 8 dependent repositories - 5.47 thousand downloads last month - 276 stars on GitHub - 1 maintainer
pylandtemp 0.0.1a1
Compute land surface temperature(LST) from Landsat-8 data
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 287 downloads last month - 150 stars on GitHub - 2 maintainers
xarray-sentinel 0.9.5
Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission
16 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 365 downloads last month - 208 stars on GitHub - 1 maintainer
pkg-toml-test-2320sharon 0.0.30
A Global shoreline mapping tool from satellite imagery
29 versions - Latest release: over 1 year ago - 213 downloads last month - 582 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
coastsat-package 0.1.67
A Global shoreline mapping tool from satellite imagery
76 versions - Latest release: 15 days ago - 2 dependent packages - 1 dependent repositories - 1.27 thousand downloads last month - 582 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
eoreader 0.21.1
Remote-sensing opensource python library reading optical and SAR constellations, loading and stac...
69 versions - Latest release: about 1 month ago - 2 dependent packages - 3 dependent repositories - 1.61 thousand downloads last month - 252 stars on GitHub - 2 maintainers
s1etad 0.5.4
Reader for Sentinel-1 Extended Timing Annotation Dataset
9 versions - Latest release: 3 months ago - 2 dependent repositories - 626 downloads last month - 6 stars on GitHub - 2 maintainers
lexcube 0.4.15
Lexcube: 3D Data Cube Visualization in Jupyter Notebooks
6 versions - Latest release: about 2 months ago - 86 downloads last month - 89 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
mintpy 1.6.0
Miami INsar Time-series software in PYthon
12 versions - Latest release: 3 days ago - 5 dependent repositories - 221 downloads last month - 493 stars on GitHub - 4 maintainers
pygaul 0.3.4
Easy access to administrative boundary defined by FAO GAUL from a Python script.
10 versions - Latest release: 4 months ago - 1 dependent repositories - 2.58 thousand downloads last month - 3 stars on GitHub - 2 maintainers
Top 3.6% on pypi.org
torchgeo 0.5.2
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
11 versions - Latest release: 2 months ago - 3 dependent packages - 4 dependent repositories - 7.03 thousand downloads last month - 2,232 stars on GitHub - 6 maintainers
sandpyper 1.3.3
Tools for automatic UAV-SfM beach volumetric and behavioural analysis.
19 versions - Latest release: over 2 years ago - 1 dependent repositories - 159 downloads last month - 9 stars on GitHub - 2 maintainers
griml 0.0.1
A workflow for classifying lakes from satellite imagery and compiling lake inventories
1 version - Latest release: about 2 years ago - 1 dependent repositories - 16 downloads last month - 4 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
geemap 0.32.1 💰
A Python package for interactive mapping using Google Earth Engine and ipyleaflet
181 versions - Latest release: 10 days ago - 16 dependent packages - 137 dependent repositories - 34.1 thousand downloads last month - 3,168 stars on GitHub - 3 maintainers
eosets 0.2.1
This library aims to simplify any process working with different sets of EO data handled by EORea...
3 versions - Latest release: 16 days ago - 249 downloads last month - 6 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
geehydro 0.2.0 💰
Python package for mapping inundation dynamics using Google Earth Engine
7 versions - Latest release: about 4 years ago - 5 dependent repositories - 237 downloads last month - 29 stars on GitHub - 2 maintainers
Top 7.1% on pypi.org
up42-py 1.0.0
Python SDK for UP42, the geospatial marketplace and developer platform.
58 versions - Latest release: 25 days ago - 3 dependent repositories - 2.91 thousand downloads last month - 129 stars on GitHub - 1 maintainer
py-rate 0.6.1
A Python tool for estimating velocity and cumulative displacement time-series from Interferometri...
11 versions - Latest release: about 2 years ago - 1 dependent repositories - 113 downloads last month - 191 stars on GitHub - 4 maintainers
odeon 0.0.1
odeon stands for object detection with earth observation with neural network
1 version - Latest release: over 1 year ago - 7 downloads last month - 20 stars on GitHub - 1 maintainer
cars 0.7.6
A satellite multi view stereo pipeline
8 versions - Latest release: 16 days ago - 1 dependent repositories - 319 downloads last month - 224 stars on GitHub - 8 maintainers
vlsift 0.1.0
Cython wrapper of the VLFeat toolkit
1 version - Latest release: 7 months ago - 119 downloads last month - 224 stars on GitHub - 6 maintainers
bulldozer-dtm 1.0.1
Bulldozer is a DTM extraction tool requiring only a DSM as input
2 versions - Latest release: 10 months ago - 34 downloads last month - 15 stars on GitHub - 2 maintainers
cars-mesh 0.1.1
"3D Surface reconstruction with texture and classification from remote sensing photogrammetric po...
1 version - Latest release: 7 months ago - 33 downloads last month - 5 stars on GitHub - 6 maintainers
mod16 0.1.0
Python tools for MOD16 algorithm
1 version - Latest release: 7 months ago - 13 downloads last month - 5 stars on GitHub - 2 maintainers
tomography-tutorial 1.0.1
A tutorial package for Synthetic Aperture Radar Tomography
3 versions - Latest release: about 1 year ago - 1 dependent repositories - 38 downloads last month - 97 stars on GitHub - 2 maintainers
label-maker 0.9.1
Data preparation for satellite machine learning
18 versions - Latest release: over 3 years ago - 1 dependent repositories - 103 downloads last month - 454 stars on GitHub - 3 maintainers
Top 3.8% on pypi.org
whiteboxgui 2.3.0 💰
An interactive GUI for whitebox-tools in a Jupyter-based environment
19 versions - Latest release: about 1 year ago - 5 dependent packages - 86 dependent repositories - 28.8 thousand downloads last month - 117 stars on GitHub - 2 maintainers
demcompare 0.6.0
A tool to compare Digital Elevation Models
8 versions - Latest release: 5 months ago - 1 dependent repositories - 91 downloads last month - 28 stars on GitHub - 4 maintainers
Top 2.7% on pypi.org
whitebox 2.3.1
An advanced geospatial data analysis platform
39 versions - Latest release: about 1 year ago - 6 dependent packages - 63 dependent repositories - 32.8 thousand downloads last month - 364 stars on GitHub - 2 maintainers
xarray-ceos-alos2 2023.8.2
xarray reader for advanced land observing satellite 2 (ALOS2) CEOS files
3 versions - Latest release: 9 months ago - 26 downloads last month - 2 stars on GitHub - 4 maintainers
Top 7.0% on pypi.org
rastervision-pipeline 0.30.1
The main rastervision package for configuring, defining, and running pipelines
13 versions - Latest release: 5 days ago - 7 dependent packages - 1 dependent repositories - 1.21 thousand downloads last month - 1,988 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
rastervision-pytorch-learner 0.30.1
A rastervision plugin that adds PyTorch training pipelines
13 versions - Latest release: 5 days ago - 2 dependent packages - 1 dependent repositories - 627 downloads last month - 1,988 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
rastervision-aws-s3 0.30.1
A rastervision plugin that adds an AWS S3 file system
13 versions - Latest release: 5 days ago - 2 dependent packages - 1 dependent repositories - 617 downloads last month - 1,988 stars on GitHub - 3 maintainers
Top 4.6% on pypi.org
rastervision 0.30.1
An open source framework for deep learning on satellite and aerial imagery
20 versions - Latest release: 5 days ago - 1 dependent package - 7 dependent repositories - 338 downloads last month - 1,988 stars on GitHub - 3 maintainers
Top 7.2% on pypi.org
rastervision-core 0.30.1
A rastervision plugin that adds geospatial machine learning pipelines
13 versions - Latest release: 5 days ago - 3 dependent packages - 1 dependent repositories - 467 downloads last month - 1,988 stars on GitHub - 3 maintainers
Top 7.9% on pypi.org
rastervision-aws-batch 0.30.1
A rastervision plugin that adds an AWS Batch pipeline runner
13 versions - Latest release: 5 days ago - 1 dependent package - 1 dependent repositories - 292 downloads last month - 1,988 stars on GitHub - 3 maintainers
Top 7.8% on pypi.org
rastervision-pytorch-backend 0.30.1
A rastervision plugin that adds PyTorch backends for rastervision.core pipelines
13 versions - Latest release: 5 days ago - 1 dependent package - 1 dependent repositories - 382 downloads last month - 1,988 stars on GitHub - 3 maintainers
Top 9.2% on pypi.org
rastervision-gdal-vsi 0.30.1
A rastervision plugin that adds a GDAL VSI file system
13 versions - Latest release: 5 days ago - 1 dependent package - 1 dependent repositories - 145 downloads last month - 1,988 stars on GitHub - 3 maintainers
rastervision-aws-sagemaker 0.30.1
A rastervision plugin that adds an AWS SageMaker pipeline runner
2 versions - Latest release: 5 days ago - 179 downloads last month - 1,988 stars on GitHub - 3 maintainers
snaphu 0.3.0
A simple Python wrapper for SNAPHU
4 versions - Latest release: about 2 months ago - 676 downloads last month - 33 stars on GitHub - 2 maintainers
skillful-nowcasting 1.2.3 💰
PyTorch Skillful Nowcasting GAN Implementation
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 175 downloads last month - 189 stars on GitHub - 2 maintainers
dgmr 1.3.4 💰
PyTorch Skillful Nowcasting GAN Implementation
29 versions - Latest release: almost 2 years ago - 1 dependent repositories - 324 downloads last month - 189 stars on GitHub - 1 maintainer
pylandsat 0.6.0
Search, download and preprocess Landsat imagery
5 versions - Latest release: about 3 years ago - 1 dependent package - 2 dependent repositories - 82 downloads last month - 65 stars on GitHub - 2 maintainers
raster4ml 0.1.4
A geospatial raster processing library for machine learning
10 versions - Latest release: over 1 year ago - 82 downloads last month - 117 stars on GitHub - 2 maintainers
pygadm 0.5.2
Easy access to administrative boundary defined by GADM from Python scripts
9 versions - Latest release: 5 months ago - 1 dependent repositories - 540 downloads last month - 7 stars on GitHub - 1 maintainer
troposim 0.1.0
Simulate InSAR tropospheric noise
1 version - Latest release: almost 2 years ago - 4 downloads last month - 1 maintainer
espatools 0.1.1
Landsat raster file I/O
9 versions - Latest release: over 3 years ago - 6 dependent repositories - 263 downloads last month - 6 stars on GitHub - 4 maintainers
splitraster 0.3.5
Provide good support for deep learning and computer vision tasks by creating a tiled output from ...
8 versions - Latest release: about 2 months ago - 1 dependent repositories - 80 downloads last month - 17 stars on GitHub - 2 maintainers
gislib 0.0.1
A tool for GIS operations in python
1 version - Latest release: 10 months ago - 2 dependent repositories - 13 downloads last month - 0 stars on GitHub - 2 maintainers
geedar-lib 0.1.0
Este script destina-se a recuperar dados do Google Earth Engine. Com base na lista fornecida de s...
1 version - Latest release: about 1 year ago - 4 downloads last month - 1 stars on GitHub - 2 maintainers
mapchete-xarray 2023.6.0
Mapchete xarray output driver
10 versions - Latest release: 11 months ago - 1 dependent repositories - 333 downloads last month - 0 stars on GitHub - 2 maintainers
hy-tools 1.5.0
HyTools: Hyperspectral image processing library
11 versions - Latest release: about 1 year ago - 2 dependent repositories - 111 downloads last month - 53 stars on GitHub - 2 maintainers
cog-worker 0.2.0
Scalable geospatial analysis on Cloud Optimized GeoTIFFs.
6 versions - Latest release: 10 months ago - 123 downloads last month - 26 stars on GitHub - 2 maintainers
servir-aces 2024.1.1
Agricultural Classification and Estimation Service (ACES)
11 versions - Latest release: 3 months ago - 721 downloads last month - 2 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
harmony-py 0.4.13
The NASA Harmony Python library
21 versions - Latest release: about 2 months ago - 1 dependent package - 3 dependent repositories - 3.92 thousand downloads last month - 45 stars on GitHub - 7 maintainers
torch-rs 0.0.4 💰
PyTorch Library for Remote Sensing
4 versions - Latest release: over 2 years ago - 1 dependent repositories - 202 downloads last month - 323 stars on GitHub - 2 maintainers
paravis 1.0.1
parallel, efficient and ensemble analysis of Rao's Q spectral diversity using remote sensing data...
2 versions - Latest release: 2 months ago - 14 downloads last month - 0 stars on GitHub - 1 maintainer
Top 5.8% on pypi.org
geedim 1.7.2 💰
Search, composite and download Google Earth Engine imagery.
24 versions - Latest release: 11 months ago - 4 dependent packages - 23 dependent repositories - 4.36 thousand downloads last month - 72 stars on GitHub - 1 maintainer
wideryolo 0.0.8
Wider-Yolo Kütüphanesi ile Yüz Tespit Uygulamanı Yap
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 44 downloads last month - 3,585 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
spyndex 0.5.0 💰
Awesome Spectral Indices in Python
10 versions - Latest release: 10 months ago - 3 dependent packages - 6 dependent repositories - 2.96 thousand downloads last month - 172 stars on GitHub - 1 maintainer
missing-pixel-filler 0.0.1
downloading tool to fill missing image data gaps
1 version - Latest release: over 3 years ago - 1 dependent repositories - 12 downloads last month - 19 stars on GitHub - 2 maintainers
satellite_image 0.1.1
Simple API provides a class to process satellite images
2 versions - Latest release: about 6 years ago - 13 downloads last month - 38 stars on GitHub - 2 maintainers
pyrism 0.0.4
Python bindings for Remote Sensing Models
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 30 downloads last month - 31 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
lidar 0.8.2
A Python package for delineating nested surface depressions in digital elevation data
33 versions - Latest release: 2 months ago - 5 dependent repositories - 417 downloads last month - 206 stars on GitHub - 1 maintainer
wetland 0.1.0 💰
Mapping surface water and wetland hydrological dynamics using Google Earth Engine
1 version - Latest release: over 5 years ago - 1 dependent repositories - 16 downloads last month - 13 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
pygis 0.6.2
A Python package for installing optional dependencies for geemap and leafmap.
12 versions - Latest release: about 2 months ago - 1 dependent package - 7 dependent repositories - 926 downloads last month - 1 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
geospatial 0.10.2
A Python package for installing commonly used packages for geospatial analysis and data visualiza...
26 versions - Latest release: 3 months ago - 2 dependent repositories - 341 downloads last month - 282 stars on GitHub - 1 maintainer
earthdaily 0.1.0
earthdaily: easy authentication, search and retrieval of Earth Data Store collections data
28 versions - Latest release: 23 days ago - 1 dependent repositories - 388 downloads last month - 11 stars on GitHub - 5 maintainers
landsat9-lc 0.0.31
A Short description
7 versions - Latest release: about 1 year ago - 46 downloads last month - 0 stars on GitHub - 2 maintainers
sen2nbar 2023.8.1 💰
Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python
6 versions - Latest release: 9 months ago - 72 downloads last month - 43 stars on GitHub - 2 maintainers
surehyp 1.0.1
This package was designed to obtain desmiled, destriped and georeferenced reflectance images from...
6 versions - Latest release: over 1 year ago - 1 dependent repositories - 39 downloads last month - 3 stars on GitHub - 1 maintainer
sott 0.0.5
Simple Offset Tracking Tool
4 versions - Latest release: over 1 year ago - 24 downloads last month - 1 stars on GitHub - 1 maintainer
pyrsgis 0.4.1
A package to read, process and export GeoTIFFs.
44 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.06 thousand downloads last month - 33 stars on GitHub - 2 maintainers
s2froms3 0.2.0
Get Sentinel-2 (Cloud Optimized Geotiffs) COG files from AWS S3.
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 6 downloads last month - 0 stars on GitHub - 2 maintainers
sentinel1-reader 0.1.5
A Sentinel-1 reader for ISCE3
1 version - Latest release: about 1 year ago - 11 downloads last month - 24 stars on GitHub - 2 maintainers
s5a 0.4
Sentinel-5 Algorithms
4 versions - Latest release: over 4 years ago - 1 dependent repositories - 68 downloads last month - 5 stars on GitHub - 6 maintainers
avmu 0.1.1
Control interface and API for running Akela Vector Measurement Units.
13 versions - Latest release: over 4 years ago - 1 dependent repositories - 65 downloads last month - 1 stars on GitHub - 4 maintainers
Related Keywords
python 74 gis 44 earth-observation 43 satellite-imagery 33 geospatial 32 deep-learning 23 landsat 21 raster 21 pytorch 19 machine-learning 19 satellite 18 computer-vision 17 image-processing 14 google-earth-engine 14 sar 14 remote sensing 12 classification 12 semantic-segmentation 12 xarray 12 object-detection 12 sentinel 11 geospatial-processing 11 esa 10 sentinel-2 10 radar 10 sentinel-1 10 earth-engine 10 ml 9 python3 9 earth-science 8 gdal 8 copernicus 8 hydrology 8 earth observation 7 modis 7 download 7 synthetic-aperture-radar 7 data-science 6 satellite-images 6 rasterio 6 geoprocessing 6 deep learning 6 soil-moisture 6 geography 5 remote 5 insar 5 tensorflow 5 science 5 time-series 5 data 5 geospatial-data 5 satellite-data 5 stac 5 hacktoberfest 5 geographic-data 5 api-rest 5 photogrammetry 5 GIS 5 3D 5 cars 5 dask 4 sensing 4 geoscience 4 datacube 4 earthengine 4 satellite imagery 4 mapping 4 geographic-information-systems 4 vegetation 4 radiative-transfer 4 geopandas 4 pandora 4 DEM 4 Remote Sensing 4 lidar 4 tiling 4 geemap 4 jupyter-notebook 4 torchvision 3 artificial intelligence 3 transformer 3 attention mechanism 3 metnet 3 forecasting 3 geodata 3 oceanography 3 pytorch-lightning 3 change-detection 3 ndvi 3 modelling 3 nasa 3 eo 3 reflectance 3 catalog 3 open-data 3 downloader 3 physics 3 radiative transfer 3 machine learning 3 image-segmentation 3