Title :
Three regionalised analyses of a time-series of annual pasture production for southwest Western Australia
Author :
Handcock, R.N. ; Donald, G.E. ; Gherardi, S.G.
Author_Institution :
Commonwealth Sci. & Ind. Res. Organ., Floreat
Abstract :
A thirteen year time-series (1994 to 2006) of gross annual pasture production (GAPP; representing both pasture and crop) was created for the Mediterranean-climate area in the southwest of Western Australia (SWWA) using a light-use efficiency model, incorporating NOAA-AVHRR and NASA- MODIS images in combination with climate data. Trends across the GAPP time-series were quantified by aggregating pixels to spatial regions (called a partition, unit, or spatial support) so that the effects of local spatial noise were minimized. We compared the GAPP analysis using the three spatial partitioning schemes (precipitation zones, Interim Biogeographic Regionalisation for Australia (IBRA) eco-regions, and Statistical Local Areas), and showed that the aggregation unit´s size & shape impacted on the analysis. Our results demonstrate trends in GAPP that may be indicative of broader trends in climate change for the SWWA.
Keywords :
agriculture; climatology; crops; remote sensing; time series; GAPP time series; Interim Biogeographic Regionalisation for Australia eco-regions; Mediterranean-climate area; NASA- MODIS imagery; NOAA-AVHRR imagery; climate change; climate data; gross annual pasture production; precipitation zones; southwest Western Australia; spatial partitioning scheme; statistical local areas; Agriculture; Australia; Crops; Production; Remote monitoring; Shape; Soil; Temperature; Time series analysis; Vegetation mapping; Agriculture; GPP; climate-change; gross annual pasture production; time-series;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4422918