Using Remote Sensing and Random Forest to Assess the Conservation Status of Critical Cerrado Habitats in Mato Grosso do Sul, Brazil
暂无分享,去创建一个
Peter Leimgruber | J. Ochoa‐Quintero | P. Leimgruber | A. Desbiez | Jason Reynolds | Kathryn Wesson | Arnaud L. J. Desbiez | Jose M. Ochoa-Quintero | J. Reynolds | K. Wesson
[1] Eduardo S Brondízio,et al. Indigenous Burning as Conservation Practice: Neotropical Savanna Recovery amid Agribusiness Deforestation in Central Brazil , 2013, PloS one.
[2] P. Fearnside. Soybean cultivation as a threat to the environment in Brazil , 2001, Environmental Conservation.
[3] G. Powell,et al. Terrestrial Ecoregions of the World: A New Map of Life on Earth , 2001 .
[4] Jeffrey T. Walton. Subpixel urban land cover estimation: comparing cubist, random forests, and support vector regression , 2008 .
[5] A. Desbiez,et al. The Role of Giant Armadillos (Priodontes maximus) as Physical Ecosystem Engineers , 2013 .
[6] C. Jacobi,et al. Conservation in Brazil needs to include non‐forest ecosystems , 2015 .
[7] L. Silveira,et al. Ecology of the Giant Armadillo (Priodontes maximus) in the Grasslands of Central Brazil , 2009 .
[8] G. Asner,et al. Spatial and temporal probabilities of obtaining cloud‐free Landsat images over the Brazilian tropical savanna , 2007 .
[9] A. Prasad,et al. Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction , 2006, Ecosystems.
[10] J. Lamarque,et al. Global Biodiversity: Indicators of Recent Declines , 2010, Science.
[11] Jie Wang,et al. Comparison of Classification Algorithms and Training Sample Sizes in Urban Land Classification with Landsat Thematic Mapper Imagery , 2014, Remote. Sens..
[12] John G. Robinson,et al. Hunting for Sustainability in Tropical Forests , 1999 .
[13] Simon D. Jones,et al. The Performance of Random Forests in an Operational Setting for Large Area Sclerophyll Forest Classification , 2013, Remote. Sens..
[14] L. Fahrig. Effects of Habitat Fragmentation on Biodiversity , 2003 .
[15] R. Machado,et al. Conservation of the Brazilian Cerrado , 2005 .
[16] Ned Horning,et al. Random Forests : An algorithm for image classification and generation of continuous fields data sets , 2010 .
[17] Jonathan Cheung-Wai Chan,et al. Evaluation of random forest and adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery , 2008 .
[18] Daniel C. Nepstad,et al. Land-use in Amazonia and the Cerrado of Brazil: State of Knowledge and GIS Database , 1997 .
[19] Mario Chica-Olmo,et al. An assessment of the effectiveness of a random forest classifier for land-cover classification , 2012 .
[20] M. Pal,et al. Random forests for land cover classification , 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).
[21] Robert J. Marquis,et al. 18. Biodiversity and Conservation Priorities in the Cerrado Region , 2002 .
[22] Christian Wohlfart,et al. Mapping Threatened Dry Deciduous Dipterocarp Forest in South-East Asia for Conservation Management , 2014 .
[23] T. Brooks,et al. Global Biodiversity Conservation Priorities , 2006, Science.
[24] Nir Bitansky,et al. The Hunting of the SNARK , 2016, Journal of Cryptology.
[25] E. Ostrom,et al. Connectivity and the Governance of Multilevel Social-Ecological Systems: The Role of Social Capital , 2009 .
[26] Juan F. Silva,et al. Spatial heterogeneity, land use and conservation in the cerrado region of Brazil , 2006 .
[27] Mahesh Pal,et al. Random forest classifier for remote sensing classification , 2005 .
[28] J. A. Ratter,et al. The Brazilian Cerrado Vegetation and Threats to its Biodiversity , 1997 .
[29] M. A. Damascos,et al. Bud composition, branching patterns and leaf phenology in cerrado woody species. , 2005, Annals of botany.
[30] Martin Jung,et al. Exploiting synergies of global land cover products for carbon cycle modeling , 2006 .
[31] Matthew E. Watts,et al. Global Gap Analysis: Priority Regions for Expanding the Global Protected-Area Network , 2004 .
[32] A. Rylands,et al. Brazilian Protected Areas , 2005 .
[33] G. Eiten,et al. The cerrado vegetation of Brazil , 1972, The Botanical Review.
[34] C. Brannstrom,et al. Land change in the Brazilian Savanna (Cerrado), 1986–2002: Comparative analysis and implications for land-use policy , 2008 .
[35] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[36] Ned Horning,et al. Land Cover or Image Classification Approaches , 2016 .
[37] Rosana Cristina Grecchi,et al. Land cover changes in the Brazilian Cerrado and Caatinga biomes from 1990 to 2010 based on a systematic remote sensing sampling approach , 2015 .
[38] P. Hostert,et al. Mining dense Landsat time series for separating cropland and pasture in a heterogeneous Brazilian savanna landscape , 2015 .
[39] T. M. Lillesand,et al. Remote Sensing and Image Interpretation , 1980 .
[40] M. Barnes,et al. Effectiveness of terrestrial protected areas in reducing habitat loss and population declines , 2013 .
[41] G. Colli,et al. Habitat loss and the effectiveness of protected areas in the Cerrado Biodiversity Hotspot , 2015, Natureza & Conservação.
[42] Ernesto Camelo de Castro. Aerial photo land cover classification of cerrado physiognomies: detailed or accurate maps , 2005 .
[43] D. R. Cutler,et al. Utah State University From the SelectedWorks of , 2017 .
[44] W. McShea,et al. The ecology and conservation of seasonally dry forests in Asia , 2016 .