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                  <gco:CharacterString>Database on Rangeland related Variables from Climate Gradient (Northen Ghana - Central Burkina Faso)</gco:CharacterString>
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Data collection took place at 44 sites during the rainy seasons in 2012 (June-September) and 2013 (July-October) and the end of the rainy season 2014 (October). Our sampling design intended to cover diverse vegetation types and a wide range of land-use intensities (including protected and degraded areas). We stratified sampling at sites by topographic position (upslope, footslope and lowland). At each slope position per site, 3-5 plots (10x10 m) were placed, containing three random circular subplots. 
 
The point data collected at each (sub)plot contains modelled data on forage quality (metabolisable energy) and quantity (green &amp; total biomass) from spectrometric measurements, vegetation relevées (i.e. species data, vegetation clusters, phenology, photosynthetic pathway, height, cover, life span...), interview data on livestock keeping, grazing pressure and soil attributes (N, C, P, soil depth, soil structure...). 

Based on climate data, aridity indices were calculated. Based on fire occurrences detected by satellite images, fire frequency around sites was calculated. Based on soil moisture values detected by (radar) satellite images, soil moisture was extracted and modelled for the time of data collection.


Further information:

Ferner, J., Linstädter, A., Südekum, K. H., &amp; Schmidtlein, S. (2015). Spectral indicators of forage quality in West Africa’s tropical savannas. International Journal of Applied Earth Observation and Geoinformation, 41, 99-106.</gco:CharacterString>
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            <gco:CharacterString>-climate data was taken from WorldClim (http://www.worldclim.org/)
-raw data on fire occurance was taken from NASA FIRMS Archive (https://firms.modaps.eosdis.nasa.gov/download/)
and Global VGT burnt area product 2000-2007 (http://forobs.jrc.ec.europa.eu/products/burnt_areas_L3JRC/GlobalBurntAreas2000-2007.php)
-raw data on soil moisture was taken from TRMM USGS soil moisture data. NASA LPRM/TMI/TRMM Daily L3 Day Surface Soil Moisture, Ancillary Params, and QC</gco:CharacterString>
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Model                   adjR²    nRMSE [%] 

metabolisable enery     0.56      11.7
green biomass           0.64      11.3</gco:CharacterString>
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