Challenges in Complementing Data from Ground-Based Sensors with Satellite-Derived Products to Measure Ecological Changes in Relation to Climate—Lessons from Temperate Wetland-Upland Landscapes

Challenges in Complementing Data from Ground-Based Sensors with Satellite-Derived Products to Measure Ecological Changes in Relation to Climate—Lessons from Temperate Wetland-Upland Landscapes

Assessing climate-related ecological changes across spatiotemporal scales meaningful to resource managers is challenging because no one method reliably produces essential data at both fine and broad scales. We recently confronted such challenges while integrating data from ground- and satellite-base...

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Bibliographic Details
Main Authors: Alisa L. Gallant, Walt Sadinski, Jesslyn F. Brown, Gabriel B. Senay, Mark F. Roth
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Sensors
Subjects:
wetland landscapes
water
evapotranspiration
snow-off
Normalized Difference Vegetation Index (NDVI)
climate
start-of-season
growing season
scale
Moderate Resolution Imaging Spectroradiometer (MODIS)
Online Access:http://www.mdpi.com/1424-8220/18/3/880

Internet

http://www.mdpi.com/1424-8220/18/3/880

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