Title :
Detection of water deficit using optical data — case study Poland
Author :
Dabrowska-Zielinska, K. ; Kowalik, W. ; Budzynska, M. ; Guerra, A.
Author_Institution :
Inst. of Geodesy & Cartography, Warsaw, Poland
Abstract :
The SPOT VEGETATION and NOAA AVHRR images have been used as the source of information on crop growing conditions and yield forecast for cereals and winter wheat in Poland. Three indices - Vegetation Condition Index (VCI), Accumulated Vegetation Condition Index (AVCI) based on NDVI and Temperature Condition Index (TCI) based on surface temperature have been computed for agriculture area in Poland. These indices were correlated with cereal yield and critical periods of crop development were found as significant for this relationship. The information about indices from particle decades was included into the cereals and winter wheat yield modelling. The database of the indices and obtained statistical models were used for developing the Predictive Indices (PTVCI, PTAVCI, VCIAVG) applied for the forecast of yield for each decade of the year. The method may be used operationally due to its simplicity and easy obtainable data.
Keywords :
agriculture; atmospheric precipitation; atmospheric techniques; atmospheric temperature; crops; hydrological techniques; land surface temperature; vegetation mapping; AVCI; NDVI; NOAA AVHRR images; Poland; SPOT VEGETATION images; TCI; accumulated vegetation condition index; agriculture; cereals; crop growing conditions; crop yield forecast; normalised difference vegetation index; optical data; predictive indices; surface temperature; temperature condition index; water deficit detection; winter wheat; Agriculture; Computer aided software engineering; Crops; Fluctuations; Geodesy; Information resources; Production; Temperature sensors; Vegetation mapping; Water resources; NOAA AVHRR; SPOT VEGETATION; soil-vegetation indices;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5418294