Back to Search Start Over

Forest Drought Response Index (ForDRI): A New Combined Model to Monitor Forest Drought in the Eastern United States

Authors :
Tsegaye Tadesse
David Y. Hollinger
Yared A. Bayissa
Mark Svoboda
Brian Fuchs
Beichen Zhang
Getachew Demissie
Brian D. Wardlow
Gil Bohrer
Kenneth L. Clark
Ankur R. Desai
Lianhong Gu
Asko Noormets
Kimberly A. Novick
Andrew D. Richardson
Source :
Remote Sensing, Vol 12, Iss 21, p 3605 (2020)
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

Monitoring drought impacts in forest ecosystems is a complex process because forest ecosystems are composed of different species with heterogeneous structural compositions. Even though forest drought status is a key control on the carbon cycle, very few indices exist to monitor and predict forest drought stress. The Forest Drought Indicator (ForDRI) is a new monitoring tool developed by the National Drought Mitigation Center (NDMC) to identify forest drought stress. ForDRI integrates 12 types of data, including satellite, climate, evaporative demand, ground water, and soil moisture, into a single hybrid index to estimate tree stress. The model uses Principal Component Analysis (PCA) to determine the contribution of each input variable based on its covariance in the historical records (2003–2017). A 15-year time series of 780 ForDRI maps at a weekly interval were produced. The ForDRI values at a 12.5km spatial resolution were compared with normalized weekly Bowen ratio data, a biophysically based indicator of stress, from nine AmeriFlux sites. There were strong and significant correlations between Bowen ratio data and ForDRI at sites that had experienced intense drought. In addition, tree ring annual increment data at eight sites in four eastern U.S. national parks were compared with ForDRI values at the corresponding sites. The correlation between ForDRI and tree ring increments at the selected eight sites during the summer season ranged between 0.46 and 0.75. Generally, the correlation between the ForDRI and normalized Bowen ratio or tree ring increment are reasonably good and indicate the usefulness of the ForDRI model for estimating drought stress and providing decision support on forest drought management.

Details

Language :
English
ISSN :
20724292
Volume :
12
Issue :
21
Database :
Directory of Open Access Journals
Journal :
Remote Sensing
Publication Type :
Academic Journal
Accession number :
edsdoj.9098c898698f44b389705cfada75059d
Document Type :
article
Full Text :
https://doi.org/10.3390/rs12213605