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Normalized Difference Moisture Index (NDMI) processed 2021 Landsat 8 OLI imagery over land and Sentinel-2 MSI over ocean, ranging from yellow (low) to blue (high), for Hilo, Hawaii. Overlayed with four-day rainfall accumulation cells in blue acquired during Hurricane Lane (Aug 22-25, 2018) from CHIRPS Daily. NDMI monitors water content of leaves and is useful for classifying land cover. Impervious surfaces and areas that have received excessive historical rainfall are susceptible to future flood events.

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An NDWI waterbody mask derived from Landsat-8 OLI cloud-masked imagery from March-May 2019-2021 is shown in blue at 10-meter resolution over Mexico, Belize, and Guatemala. The ALOS-PALSAR-2 fine-beam L-band false color composite includes Refined Lee speckle filtered HV, HH, HH/HV bands. Darker and brighter green hues represent to low and high backscatter, respectively. Differentiating between open water, like the Hondo River, from vegetated inundation is important when distinguishing inundation by land cove

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Agriculture
Water Resources

ARSET - Mapeo de Cultivos y sus Características Biofísicas con SAR Polarimétrico y Teledetección Óptica

Training Type
Online Instructor-Led
Level
Advanced
Date
April 12, 2022 - May 03, 2022
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ARSET - Additional Resources

 

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ARSET - Ecological Conservation FAQ

Where can I find Landsat data?

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Disasters

ARSET - Earth Observations for Disaster Risk Assessment & Resilience

Training Type
Online Instructor-Led
Level
Introductory
Date
August 06, 2019 - August 15, 2019
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Alyssa K. Whitcraft, PhD

Affiliation
University of Maryland, College Park
Program Role
Associate Director & Program Manager of NASA Harvest, Agriculture
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Bradley D. Doorn, PhD

Affiliation
NASA Headquarters
Program Role
Program Manager, Agriculture
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Professor Chris Justice, PhD

Affiliation
University of Maryland, College Park
Program Role
Chief Scientist of NASA HARVEST, Agriculture
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Agriculture
Water Resources

ARSET - Applications of Remote Sensing-Based Evapotranspiration Data Products for Agricultural and Water Resource Management

Training Type
Online Instructor-Led
Level
Intermediate
Date
June 01, 2022 - June 15, 2022