Remote Sensing · 2013 · 33 citations · 67 references
Resource ProductivityEngineeringTerrestrial Ecosystem ProductivityEarth System SciencePrimary ProductionEarth ScienceProductivityRecent ChangesCo2 FertilizationTerrestrial EcosystemClimate ChangeMeteorologyBiogeochemistryGeographyBiogeochemical CycleEarth Observation DataClimatologyRemote SensingGlobal ClimateEast AsiaGross Primary Productivity
Past changes in gross primary productivity (GPP) were assessed using historical satellite observations based on the Normalized Difference Vegetation Index (NDVI) from the Advanced Very High Resolution Radiometer (AVHRR) onboard the National Oceanic and Atmospheric Administration (NOAA) satellite series and four terrestrial biosphere models to identify the trends and driving mechanisms related to GPP and NDVI in Asia. A satellite-based time-series data analysis showed that approximately 40% of the area has experienced a significant increase in the NDVI, while only a few areas have experienced a significant decreasing trend over the last 30 years. The increases in the NDVI are dominant in the sub-continental regions of Siberia, East Asia, and India. Simulations using the terrestrial biosphere models also showed significant increases in GPP, similar to the results for the NDVI, in boreal and temperate regions. A modeled sensitivity analysis showed that the increases in GPP are explained by increased temperature and precipitation in Siberia. Precipitation, solar radiation and CO2 fertilization are important factors in the tropical regions. However, the relative contributions of each factor to GPP changes are different among the models.
67
The NCEP/NCAR 40-Year Reanalysis Project
Eugenia Kalnay, Masao Kanamitsu, Robert Kistler et al. · Bulletin of the American Meteorological Society · 1996 · 29K citations
A NEW MEASURE OF RANK CORRELATION
M. G. Kendall · Biometrika · 1938 · 5.6K citations