planet-snowcover

Snow classifier

A system for assessing snow cover using high-resolution satellite imagery and machine learning.

Can we use Planet high-resolution imagery and machine learning to assess snow cover?

GitHub

20 stars
6 watching
7 forks
Language: Jupyter Notebook
last commit: almost 5 years ago
Linked from 1 awesome list

cloud-nativecomputer-visionplanet-labs

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
ghislainp/snowopticsA Python library for calculating snow surface reflectance and its correction for slope distortion.4
jlandmann/glaciersatSoftware package for analyzing satellite imagery of glaciers, providing monitoring tools and assessing observation uncertainties.8
andrewpham9/rice_sentinel1Classifies rice from Sentinel 1 satellite data using Python8
ealonsogzl/musaA data assimilation toolbox for combining simulated snowpack data with observational measurements to improve snowpack reanalysis.15
zmlabe/icevarfigsTools and scripts for analyzing climate data and producing visualizations82
spencerahill/aospyAutomates computations involving gridded climate data and manages results84
cyanidecn/pycinradDecodes and visualizes radar data from China's New Generation Weather Radar system.376
fredliporace/cbers-2-stacProvides a static and API catalog for CBERS-4/4A and Amazonia-1 satellite images on AWS14
creativeinquiry/terrapatternEnabling researchers and users to detect specific visual features in satellite imagery through an automated search tool.595
remotesensinginfo/arcsiAutomates atmospheric correction and data preparation for Earth Observation imagery from various satellites.35
martinber/noaa-aptDecodes NOAA APT weather satellite images into usable data.603
jmcook1186/biosnicar-pyA Python implementation of snow and ice albedo modeling based on physical principles and empirical data.16
jgrss/cultionetA deep learning library for image segmentation of cultivated land from satellite data27
sentinel-hub/sentinel2-cloud-detectorAutomated cloud detection in Sentinel-2 imagery using machine learning437
nvidia/earth2studioA Python-based framework for building and deploying AI-driven weather and climate workflows116