Enhancing ecosystem services maps combining field and environmental data

作者: María José Martínez-Harms , Sandra Quijas , Adina M. Merenlender , Patricia Balvanera

DOI: 10.1016/J.ECOSER.2016.09.007

关键词: Land coverRegression analysisEnvironmental dataVariance (land use)FirewoodEcosystem servicesEnvironmental scienceVegetationWatershedEnvironmental resource managementAgroforestry

摘要: Ecosystem service maps are increasingly being used to prioritize management and conservation decisions. Most of these rely on estimates ecosystem services estimated for individual land cover classes rather than incorporating field data. We developed combined models (CFM) using regression analysis estimate based the observed relationship between environmental data measurements services. Local supply was from vegetation measured at fifty sites covering widest range conditions across a watershed in Mexico. compared accuracy CFM approach forage, timber, firewood carbon storage over more commonly “look up table” method relying uniform by type. The revealed higher when approach. resulting explained large fraction variance (42–89%) combination cover, remote sensing data, hydrology distance areas. In addition, mapping residuals Geographically Weighted Regressions provided an uncertainty model results. This provides better delivery managers decision-makers.

参考文章(61)
J. James Reade, David F. Hendry, Problems in Model Averaging with Dummy Variables ,(2005)
Sandra Lavorel, Karl Grigulis, Pénélope Lamarque, Marie-Pascale Colace, Denys Garden, Jacky Girel, Gilles Pellet, Rolland Douzet, Using plant functional traits to understand the landscape distribution of multiple ecosystem services Journal of Ecology. ,vol. 99, pp. 135- 147 ,(2011) , 10.1111/J.1365-2745.2010.01753.X
Seasonally dry tropical forests Journal of Ecology. ,vol. 84, pp. 488- ,(1995) , 10.5822/978-1-61091-021-7
J. Manuel Maass, Patricia Balvanera, Alicia Castillo, Gretchen C. Daily, Harold A. Mooney, Paul Ehrlich, Mauricio Quesada, Alvaro Miranda, Victor J. Jaramillo, Felipe García-Oliva, Angelina Martínez-Yrizar, Helena Cotler, Jorge López-Blanco, Alfredo Pérez-Jiménez, Alberto Búrquez, Clara Tinoco, Gerardo Ceballos, Laura Barraza, Ricardo Ayala, José Sarukhán, Ecosystem Services of Tropical Dry Forests: Insights from Long-term Ecological and Social Research on the Pacific Coast of Mexico Ecology and Society. ,vol. 10, pp. 17- ,(2005) , 10.5751/ES-01219-100117
Oscar Venter, Lex Hovani, Michael Bode, Hugh Possingham, Acting Optimally for Biodiversity in a World Obsessed with REDD+ Conservation Letters. ,vol. 6, pp. 410- 417 ,(2013) , 10.1111/CONL.12018
Adrian E. Raftery, David Madigan, Jennifer A. Hoeting, Bayesian Mode Regression arXiv: Methodology. ,(2014) , 10.1080/01621459.1997.10473615
Ralf Seppelt, Carsten F. Dormann, Florian V. Eppink, Sven Lautenbach, Stefan Schmidt, A quantitative review of ecosystem service studies: approaches, shortcomings and the road ahead Journal of Applied Ecology. ,vol. 48, pp. 630- 636 ,(2011) , 10.1111/J.1365-2664.2010.01952.X
Lianjun Zhang, Huiquan Bi, Pengfei Cheng, Craig J Davis, Modeling spatial variation in tree diameter–height relationships Forest Ecology and Management. ,vol. 189, pp. 317- 329 ,(2004) , 10.1016/J.FORECO.2003.09.004
Christina P. Wong, Bo Jiang, Ann P. Kinzig, Kai N. Lee, Zhiyun Ouyang, Linking ecosystem characteristics to final ecosystem services for public policy. Ecology Letters. ,vol. 18, pp. 108- 118 ,(2015) , 10.1111/ELE.12389
Adrienne Grêt-Regamey, Sven-Erik Rabe, Ricardo Crespo, Sven Lautenbach, Andrea Ryffel, Barbara Schlup, On the importance of non-linear relationships between landscape patterns and the sustainable provision of ecosystem services Landscape Ecology. ,vol. 29, pp. 201- 212 ,(2014) , 10.1007/S10980-013-9957-Y