TY - JOUR
T1 - Analysis of biophysical and anthropogenic variables and their relation to the regional spatial variation of aboveground biomass illustrated for North and East Kalimantan, Borneo
AU - Van der Laan, Carina
AU - Verweij, Pita A.
AU - Quiñones, Marcela J.
AU - Faaij, André P C
PY - 2014/9/19
Y1 - 2014/9/19
N2 - Background: Land use and land cover change occurring in tropical forest landscapes contributes substantially to carbon emissions. Better insights into the spatial variation of aboveground biomass is therefore needed. By means of multiple statistical tests, including geographically weighted regression, we analysed the effects of eight variables on the regional spatial variation of aboveground biomass. North and East Kalimantan were selected as the case study region; the third largest carbon emitting Indonesian provinces. Results: Strong positive relationships were found between aboveground biomass and the tested variables altitude, slope, land allocation zoning, soil type, and distance to the nearest fire, road, river and city. Furthermore, the results suggest that the regional spatial variation of aboveground biomass can be largely attributed to altitude, distance to nearest fire and land allocation zoning. Conclusions: Our study showed that in this landscape, aboveground biomass could not be explained by one single variable the variables were interrelated, with altitude as the dominant variable. Spatial analyses should therefore integrate a variety of biophysical and anthropogenic variables to provide a better understanding of spatial variation in aboveground biomass. Efforts to minimise carbon emissions should incorporate the identified factors, by 1) the maintenance of lands with high AGB or carbon stocks, namely in the identified zones at the higher altitudes and 2) regeneration or sustainable utilisation of lands with low AGB or carbon stocks, dependent on the regeneration capacity of the vegetation. Low aboveground biomass densities can be found in the lowlands in burned areas, and in non-forest zones and production forests.
AB - Background: Land use and land cover change occurring in tropical forest landscapes contributes substantially to carbon emissions. Better insights into the spatial variation of aboveground biomass is therefore needed. By means of multiple statistical tests, including geographically weighted regression, we analysed the effects of eight variables on the regional spatial variation of aboveground biomass. North and East Kalimantan were selected as the case study region; the third largest carbon emitting Indonesian provinces. Results: Strong positive relationships were found between aboveground biomass and the tested variables altitude, slope, land allocation zoning, soil type, and distance to the nearest fire, road, river and city. Furthermore, the results suggest that the regional spatial variation of aboveground biomass can be largely attributed to altitude, distance to nearest fire and land allocation zoning. Conclusions: Our study showed that in this landscape, aboveground biomass could not be explained by one single variable the variables were interrelated, with altitude as the dominant variable. Spatial analyses should therefore integrate a variety of biophysical and anthropogenic variables to provide a better understanding of spatial variation in aboveground biomass. Efforts to minimise carbon emissions should incorporate the identified factors, by 1) the maintenance of lands with high AGB or carbon stocks, namely in the identified zones at the higher altitudes and 2) regeneration or sustainable utilisation of lands with low AGB or carbon stocks, dependent on the regeneration capacity of the vegetation. Low aboveground biomass densities can be found in the lowlands in burned areas, and in non-forest zones and production forests.
KW - Aboveground biomass
KW - Biophysical and anthropogenic variables
KW - Disturbance
KW - East Kalimantan
KW - Geographically weighted regression
KW - Multiple regression
KW - North Kalimantan
KW - Spatial analysis
KW - Tropical forest landscapes
KW - valorisation
UR - http://www.scopus.com/inward/record.url?scp=84920393125&partnerID=8YFLogxK
U2 - 10.1186/s13021-014-0008-z
DO - 10.1186/s13021-014-0008-z
M3 - Article
AN - SCOPUS:84920393125
SN - 1750-0680
VL - 9
JO - Carbon Balance and Management
JF - Carbon Balance and Management
IS - 1
M1 - 9:8
ER -