GIScience & Remote Sensing · 2008 · 476 citations · 72 references
Precision AgricultureEnvironmental MonitoringEngineeringWater StressForestryEarth ScienceDrought Risk ManagementDetailed-spatial-resolution Drought InformationDrought-induced Vegetation StressDrought ForecastingClimate ChangeMonitoring Drought StressGeographyHydrologyDeforestationKm MapClimatologyDroughtDrought ManagementRemote SensingNew Integrated Approach
The development of new tools that provide timely, detailed-spatial-resolution drought information is essential for improving drought preparedness and response. This paper presents a new method for monitoring drought-induced vegetation stress called the Vegetation Drought Response Index (VegDRI). VegDRI integrates traditional climate-based drought indicators and satellite-derived vegetation index metrics with other biophysical information to produce a 1 km map of drought conditions that can be produced in near-real time. The initial VegDRI map results for a 2002 case study conducted across seven states in the north-central United States illustrates the utility of VegDRI for improved large-area drought monitoring.
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A study of cross-validation and bootstrap for accuracy estimation and model selection
Ron Kohavi · 1995 · 10.7K citations
Increased plant growth in the northern high latitudes from 1981 to 1991
Ranga B. Myneni, Charles D. Keeling, Compton J. Tucker et al. · Nature · 1997 · 3.5K citations
Climatology, Engineering, Botany +7