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Vegetation Index Data Access and Tools

From discovery to visualization, data tools such as Worldview, Giovanni, and Application for Extracting and Exploring Analysis Ready Samples (AppEEARS) guide users in making the most of vegetation index data.

Vegetation Index Datasets

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Dataset Sort descending	Version	Platform	Instrument	Temporal Extent	Spatial Extent	Spatial Resolution	Data Format
Vegetation Index and Phenology (VIP) Vegetation Indices 15Days Global 0.05Deg CMG V004	004	NOAA-7, NOAA-9, NOAA-11, NOAA-14, Terra	AVHRR, MODIS	1981-01-01 to 2014-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS2
Vegetation Index and Phenology (VIP) Vegetation Indices 7Days Global 0.05Deg CMG V004	004	NOAA-7, NOAA-9, NOAA-11, NOAA-14, Terra	AVHRR, MODIS	1981-01-01 to 2014-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS2
Vegetation Index and Phenology (VIP) Vegetation Indices Daily Global 0.05Deg CMG V004	004	NOAA-7, NOAA-9, NOAA-11, NOAA-14, Terra	AVHRR, MODIS	1981-01-01 to 2014-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS2
Vegetation Index and Phenology (VIP) Vegetation Indices Monthly Global 0.05Deg CMG V004	004	NOAA-7, NOAA-9, NOAA-11, NOAA-14, Terra	AVHRR, MODIS	1981-01-01 to 2014-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS2
VEMAP 2: Annual Ecosystem Model Responses to U.S. Climate Change, 1994-2100	1	NOT APPLICABLE	NOT APPLICABLE	1994-01-01 to 2100-12-31	N: 50 S: 26 E: -66 W: -124		netCDF-3
VEMAP 2: Monthly Ecosystem Model Responses to U.S. Climate Change, 1994-2100	1	NOT APPLICABLE	NOT APPLICABLE	1994-01-01 to 2100-12-31	N: 50 S: 26 E: -66 W: -124		netCDF-3
VIIRS/JPSS1 Vegetation Indices 16-Day L3 Global 0.05Deg CMG V002	002	NOAA-20	VIIRS	2018-01-01 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/JPSS1 Vegetation Indices 16-Day L3 Global 1km SIN Grid V002	002	NOAA-20	VIIRS	2018-01-01 to Present	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5
VIIRS/JPSS1 Vegetation Indices 16-Day L3 Global 500m SIN Grid V002	002	NOAA-20	VIIRS	2018-01-01 to Present	N: 90 S: -90 E: 180 W: -180	500 Meters x 500 Meters	HDF-EOS5
VIIRS/JPSS1 Vegetation Indices 8-Day L3 Global 500m SIN Grid	2	NOAA-20	VIIRS	2025-09-01 to Present	N: 90 S: -90 E: 180 W: -180	500 Meters x 500 Meters	HDF5
VIIRS/JPSS1 Vegetation Indices Monthly L3 Global 0.05Deg CMG V002	002	NOAA-20	VIIRS	2018-01-01 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/JPSS1 Vegetation Indices Monthly L3 Global 1km SIN Grid V002	002	NOAA-20	VIIRS	2018-01-01 to Present	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5
VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 0.05Deg CMG V002	002	NOAA-21	VIIRS	2023-02-10 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 1km SIN Grid V002	002	NOAA-21	VIIRS	2023-02-10 to Present	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5
VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 500m SIN Grid V002	002	NOAA-21	VIIRS	2023-02-10 to Present	N: 90 S: -90 E: 180 W: -180	500 Meters x 500 Meters	HDF-EOS5
VIIRS/JPSS2 Vegetation Indices Monthly L3 Global 0.05Deg CMG V002	002	NOAA-21	VIIRS	2023-02-01 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/JPSS2 Vegetation Indices Monthly L3 Global 1km SIN Grid V002	002	NOAA-21	VIIRS	2023-02-01 to Present	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5
VIIRS/NPP Land Cover Dynamics Yearly L3 Global 0.05 Deg CMG V001	001	Suomi-NPP	VIIRS	2013-01-01 to 2022-12-31	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/NPP Land Cover Dynamics Yearly L3 Global 500m SIN Grid V001	001	Suomi-NPP	VIIRS	2013-01-01 to 2022-12-31	N: 90 S: -90 E: 180 W: -180	500 Meters x 500 Meters	HDF-EOS5
VIIRS/NPP Land Surface Phenology Yearly L3 Global 0.05Deg CMG V002	002	Suomi-NPP	VIIRS	2013-01-01 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/NPP Land Surface Phenology Yearly L3 Global 500m SIN Grid V002	002	Suomi-NPP	VIIRS	2013-01-01 to Present	N: 90 S: -90 E: 180 W: -180	500 Meters x 500 Meters	HDF-EOS5
VIIRS/NPP Vegetation Indices 16-Day L3 Global 0.05Deg CMG V001	001	Suomi-NPP	VIIRS	2012-01-17 to 2024-06-08	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/NPP Vegetation Indices 16-Day L3 Global 0.05Deg CMG V002	002	Suomi-NPP	VIIRS	2012-01-17 to Present	N: 90 S: -90 E: 180 W: -180	5600 Meters x 5600 Meters	HDF-EOS5
VIIRS/NPP Vegetation Indices 16-Day L3 Global 1km SIN Grid V001	001	Suomi-NPP	VIIRS	2012-01-17 to 2024-06-08	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5
VIIRS/NPP Vegetation Indices 16-Day L3 Global 1km SIN Grid V002	002	Suomi-NPP	VIIRS	2012-01-17 to Present	N: 90 S: -90 E: 180 W: -180	1000 Meters x 1000 Meters	HDF-EOS5

This 2024 Normalized Difference Vegetation Index (NDVI) image from the HLS project shows the degree of land use change in a region of Western Brazil. Green areas with high NDVI values indicate healthy vegetation while tan and brown areas with low NDVI values indicate soil or barren areas.

The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices

These new vegetation indices offer the same near-global coverage, and 30-meter spatial resolution as the initial HLS products.

image of HLS Sentinel-2 data over Kansas

Harmonized Landsat Sentinel-2 (HLS) Code Now Openly Available

The release of the HLS codebase gives product users greater visibility into the project’s image processing pipeline.

HLS data near Columbus, Nebraska from 2022

HLS: Two Together Better than Two Apart

The purpose of the Harmonized Landsat Sentinel-2 (HLS) project led by IMPACT, is to combine two or more data streams into a single data set and increase their value.

IMPACT project lead Rahul Ramachandran presents at the 2023 IBM Think Conference

IBM Geospatial Foundation Model Trained with HLS Data

In partnership with IBM, NASA constructed the first geospatial foundation model specifically trained with Earth observation satellite imagery.

Vegetation Index Data Tools

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Items

Tool Sort descending	Description	Services
AppEEARS	The The Application for Extracting and Exploring Analysis Ready Samples (AppEEARS) offers users a simple and efficient way to perform data access and transformation processes.	Search and Discovery, Subsetting, Customization, Downloading, Visualization
Giovanni	Giovanni is a web application for accessing, visualizing, and analyzing Earth science remote sensing data without downloading the data.	Search and Discovery, Analysis, Access, Visualization, Downloading, Subsetting

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