Rainfall and vegetation monitoring in the Savanna Zone of the Democratic Republic of Sudan using the NOAA Advanced Very High Resolution Radiometer
- 1 November 1986
- journal article
- research article
- Published by Taylor & Francis in International Journal of Remote Sensing
- Vol. 7 (11) , 1499-1513
- https://doi.org/10.1080/01431168608948950
Abstract
NOAA-6 and NOAA-7 Advanced Very High Resolution Radiometer (AVHRR) global-area coverage (4 km ground resolution) data were obtained at three-day intervals throughout each of the four-month periods covering the 1980, 1983 and 1984 growing seasons, between latitudes 10° and 22° North in the Democratic Republic of Sudan. Daily rainfall data for twelve meteorological stations spanning the Savanna Zone were analysed. Rainfall in Sudan during 1980 was below normal, but in 1983 and 1984 there were moderate and severe droughts. The satellite data were used to calculate normalized difference vegetation index (NDVI) values from the visible and near-infrared bands of the satellite data. These were processed into ten-day composite data sets using the AVHRR thermal-infrared channel as a cloud screen and a temporal compositing procedure that reduces cloud contamination and selects viewing angles closest to nadir. The ten-day composite NDVI values and the integrals of NDVI for each growing season were found to be closely correlated with rainfall. The constants of regressions between NDVI and rainfall were lower in 1983 and 1984 than in 1980, which suggests there was reduced water-use efficiency by the rangeland vegetation in drought years. It was found that July and August NDVI values were closely related to the integrated NDVI values; hence early- and mid-season NDVI data could be used to predict annual primary production. Images showing the geographical distribution of values of NDVI prepared for the three years clearly illustrate the effects of the 1983 and 1984 droughts, compared with the higher rainfall of 1980. The precision of the relationship between rainfall and the vegetation indices for the meteorological stations encourages the view that NOAA AVHRR GAC composite NDVI values can be used to monitor effective rainfall in the Savanna Zone of the Democratic Republic of SudanKeywords
This publication has 12 references indexed in Scilit:
- Satellite remote sensing of rangelands in Botswana II. NOAA AVHRR and herbaceous vegetationInternational Journal of Remote Sensing, 1986
- Satellite remote sensing of rangelands in Botswana I. Landsat MSS and herbaceous vegetationInternational Journal of Remote Sensing, 1986
- Characteristics of maximum-value composite images from temporal AVHRR dataInternational Journal of Remote Sensing, 1986
- The accuracy of ground data used in remote-sensing investigationsInternational Journal of Remote Sensing, 1985
- Canopy reflectance, photosynthesis and transpirationInternational Journal of Remote Sensing, 1985
- African Land-Cover Classification Using Satellite DataScience, 1985
- A common relationship between precipitation and grassland peak biomass for East and southern AfricaAfrican Journal of Ecology, 1984
- The Structure and Function of Ten Western North American Grasslands: III. Net Primary Production, Turnover and Efficiencies of Energy Capture and Water UseJournal of Ecology, 1978
- Plant Productivity in the Arid and Semiarid ZonesAnnual Review of Plant Physiology, 1978
- Rangeland Production and Annual Rainfall Relations in the Mediterranean Basin and in the African Sahelo-Sudanian ZoneJournal of Range Management, 1977