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@Article{BastinRKSPHSBCMPAAAAAAABBBBBBBBBHBCCCCCCCCCHDHDDDDDEEFFFFFGGAGGHHHHHHHKKKKLLLLLLLLLMMMMMMBMMNGPPPPPPPRRRRRBSRSSSSSSSSSSSSSTTTVVFCVVVVVVWPWZZ:2018:PaPrFo,
               author = "Bastin, Jean-Francois and Rutishauser, Ervan and Kellner, James R. 
                         and Saatchi, Sassan and Pelissier, Raphael and Herault, Bruno and 
                         Slik, Ferry and Bogaert, Jan and De Canniere, Charles and 
                         Marshall, Andrew R. and Poulsen, John and Alvarez-Loyayza, 
                         Patricia and Andrade, Ana and Angbonga-Basia, Albert and 
                         Araujo-Murakami, Alejandro and Arroyo, Luzmila and Ayyappan, 
                         Narayanan and de Azevedo, Celso Paulo and Banki, Olaf and Barbier, 
                         Nicolas and Barroso, Jorcely G. and Beeckman, Hans and Bitariho, 
                         Robert and Boeckx, Pascal and Boehning-Gaese, Katrin and Brandao, 
                         Hilandia and Brearley, Francis Q. and Hockemba, Mireille Breuer 
                         Ndoundou and Brienen, Roel and Camargo, Jose Luis C. and 
                         Campos-Arceiz, Ahimsa and Cassart, Benoit and Chave, Jerome and 
                         Chazdon, Robin and Chuyong, Georges and Clark, David B. and Clark, 
                         Connie J. and Condit, Richard and Honorio Coronado, Euridice N. 
                         and Davidar, Priya and de Haulleville, Thales and Descroix, 
                         Laurent and Doucet, Jean-Louis and Dourdain, Aurelie and 
                         Droissart, Vincent and Duncan, Thomas and Espejo, Javier Silva and 
                         Espinosa, Santiago and Farwig, Nina and Fayolle, Adeline and 
                         Feldpausch, Ted R. and Ferraz, Antonio and Fletcher, Christine and 
                         Gajapersad, Krisna and Gillet, Jean-Francois and do Amaral, Ieda 
                         Leao and Gonmadje, Christelle and Grogan, James and Harris, David 
                         and Herzog, Sebastian K. and Homeier, Juergen and Hubau, Wannes 
                         and Hubbell, Stephen P. and Hufkens, Koen and Hurtado, Johanna and 
                         Kamdem, Narcisse G. and Kearsley, Elizabeth and Kenfack, David and 
                         Kessler, Michael and Labriere, Nicolas and Laumonier, Yves and 
                         Laurance, Susan and Laurance, William F. and Lewis, Simon L. and 
                         Libalah, Moses B. and Ligot, Gauthier and Lloyd, Jon and Lovejoy, 
                         Thomas E. and Malhi, Yadvinder and Marimon, Beatriz S. and Marimon 
                         Junior, Ben Hur and Martin, Emmanuel H. and Matius, Paulus and 
                         Meyer, Victoria and Bautista, Casimero Mendoza and 
                         Monteagudo-Mendoza, Abel and Mtui, Arafat and Neill, David and 
                         Gutierrez, Germaine Alexander Parada and Pardo, Guido and Parren, 
                         Marc and Parthasarathy, N. and Phillips, Oliver L. and Pitman, 
                         Nigel C. A. and Ploton, Pierre and Ponette, Quentin and Ramesh, B. 
                         R. and Razafimahaimodison, Jean-Claude and Rejou-Mechain, Maxime 
                         and Rolim, Samir Goncalves and Romero Saltos, Hugo and Brum Rossi, 
                         Luiz Marcelo and Spironello, Wilson Roberto and Rovero, Francesco 
                         and Saner, Philippe and Sasaki, Denise and Schulze, Mark and 
                         Silveira, Marcos and Singh, James and Sist, Plinio and Sonke, 
                         Bonaventure and Soto, J. Daniel and de Souza, Cintia Rodrigues and 
                         Stropp, Juliana and Sullivan, Martin J. P. and Swanepoel, Ben and 
                         ter Steege, Hans and Terborgh, John and Texier, Nicolas and Toma, 
                         Takeshi and Valencia, Renato and Valenzuela, Luis and Ferreira, 
                         Leandro Valle and Cornejo Valverde, Fernando and Van Andel, Tinde 
                         R. and Vasque, Rodolfo and Verbeeck, Hans and Vivek, Pandi and 
                         Vleminckx, Jason and Vos, Vincent A. and Wagner, Fabien Hubert and 
                         Puspa, Papi Warsudi and Wortel, Verginia and Zagt, Roderick J. and 
                         Zebaze, Donatien",
          affiliation = "Swiss Fed Inst Technol, Dept Environm Syst Sci, Inst Integrat 
                         Biol, CH-8092 Zurich, Switzerland.; CALTECH, Jet Prop Lab, NASA, 
                         Carbon Cycle \& Ecosyst Grp VS, Pasadena, CA USA.; Univ Libre 
                         Bruxelles, Landscape Ecol \& Plant Prod Syst, CP264-2, Brussels, 
                         Belgium.; Carboforexpert Carboforexpert Ch, Hermance, Switzerland. 
                         and Carboforexpert Carboforexpert Ch, Hermance, Switzerland.; 
                         Smithsonian Trop Res Inst, Balboa, Panama. and Brown Univ, Dept 
                         Ecol \& Evolutionary Biol, Providence, RI 02912 USA.; Brown Univ, 
                         Inst Brown Environm \& Soc, Providence, RI 02912 USA. and 
                         CALTECH, Jet Prop Lab, NASA, Pasadena, CA USA. and Univ 
                         Montpellier, INRA, CNRS, AMAP Lab,IRD,CIRAD, Montpellier, France. 
                         and Cirad, UR Forest \& Soc, Montpellier, France.; INPHB Inst 
                         Natl Polytech Felix Houphouet Boigny, Yamoussoukro, Cote Ivoire. 
                         and Univ Brunei Darusallam, Fac Sci, Gadong, Brunei. and Univ 
                         Liege, Gembloux Agrobio Tech, Gembloux, Belgium. and Univ Libre 
                         Bruxelles, Landscape Ecol \& Plant Prod Syst, CP264-2, Brussels, 
                         Belgium. and Univ York, Dept Environm, CIRCLE, Wentworth Way, 
                         York, N Yorkshire, England.; Univ Sunshine Coast, Trop Forests \& 
                         People Res Ctr, Sunshine Coast, Qld, Australia.; Flamingo Land 
                         Ltd, Kirby Misperton, England. and Duke Univ, Nicholas Sch 
                         Environm, Durham, NC 27708 USA. and Field Museum Nat Hist, 
                         Chicago, IL 60605 USA. and Biol Dynam Forest Fragment Project 
                         BDFFP INPA STR, Manaus, Amazonas, Brazil. and Inst Fac Sci Agron 
                         Yangambi, Yangambi, DEM REP CONGO. and Museo Hist Nat Noel Kempff 
                         Mercado, Santa Cruz, Bolivia. and Pondicherry Univ, Dept Ecol \& 
                         Environm Sci, Pondicherry, India. and French Inst Pondicherry IFP, 
                         Pondicherry, India.; Embrapa Amazonia Ocidental, Manaus, Amazonas, 
                         Brazil. and Nat Biodivers Ctr, Leiden, Netherlands. and Univ Fed 
                         Acre, Campus Floresta, Acre, Brazil. and Univ Montpellier, INRA, 
                         CNRS, AMAP Lab,IRD,CIRAD, Montpellier, France. and Univ Fed Acre, 
                         Campus Floresta, Acre, Brazil. and Royal Museum Cent Africa, Serv 
                         Wood Biol, Tervuren, Belgium. and Mbarara Univ Sci \& Technol, 
                         Inst Trop Forest Conservat, Mbarara, Uganda. and Univ Ghent, 
                         Isotope Biosci Lab ISOFYS, Ghent, Belgium. and Senckenberg 
                         Biodivers \& Climate Res Ctr BiK F, Frankfurt, Germany.; Goethe 
                         Univ, Dept Biol Sci, Frankfurt, Germany. and Natl Inst Amazonian 
                         Res INPA, Manaus, Amazonas, Brazil. and Manchester Metropolitan 
                         Univ, Sch Sci \& Environm, Manchester, Lancs, England. and 
                         Wildlife Conservat Soc, New York, NY USA. and Univ Leeds, Sch 
                         Geog, Leeds, W Yorkshire, England. and Biol Dynam Forest Fragment 
                         Project BDFFP INPA STR, Manaus, Amazonas, Brazil. and Malaysia 
                         Campus,Jalan Broga, Semenyih, Malaysia. and Catholic Univ Louvain, 
                         Earth \& Life Inst, Louvain La Neuve, Belgium.; Ecole Reg 
                         Postuniv Amenagement \& Gest Integres Fo, Kinshasa, DEM REP 
                         CONGO. and CNRS, Lab Evolut \& Divers Biol, Toulouse, France.; 
                         Univ Paul Sabatier, Toulouse, France. and Univ Connecticut, Dept 
                         Ecol \& Evolutionary Biol, Storrs, CT USA. and Univ Buea, Dept 
                         Bot \& Plant Physiol, Buea, Cameroon. and Univ Missouri, Dept 
                         Biol, 8001 Nat Bridge Rd, St Louis, MO 63121 USA. and Duke Univ, 
                         Nicholas Sch Environm, Durham, NC 27708 USA. and Field Museum Nat 
                         Hist, Chicago, IL 60605 USA.; Morton Arboretum, Chicago, IL USA. 
                         and Inst Invest Amazonia Peruana, Iquitos, Peru. and Pondicherry 
                         Univ, Dept Ecol \& Environm Sci, Pondicherry, India. and Univ 
                         Liege, Gembloux Agrobio Tech, Gembloux, Belgium.; Royal Museum 
                         Cent Africa, Serv Wood Biol, Tervuren, Belgium. and ONF Pole 
                         R\&D, Cayenne, France. and Univ Liege, Gembloux Agrobio Tech, 
                         Gembloux, Belgium. and Univ Guyane, Univ Antilles, INRA, Cirad,UMR 
                         EcoFoG,AgroParisTech,CNRS, Kourou, French Guiana. and Univ 
                         Montpellier, INRA, CNRS, AMAP Lab,IRD,CIRAD, Montpellier, France. 
                         and Oregon State Univ, Dept Bot \& Plant Pathol, Corvallis, OR 
                         97331 USA. and Univ La Serena, Dept Biol, La Serena, Chile. and 
                         Univ Autonoma San Luis Potosi, San Luis Potosi, Mexico. and 
                         Philipps Univ Marburg, Dept Conservat Ecol, Marburg, Germany. and 
                         Univ Liege, Gembloux Agrobio Tech, Gembloux, Belgium. and Univ 
                         Exeter, Coll Life \& Environm Sci, Geog, Exeter, Devon, England. 
                         and CALTECH, Jet Prop Lab, NASA, Pasadena, CA USA. and Malaysia 
                         Campus,Jalan Broga, Semenyih, Malaysia. and Conservat Int 
                         Suriname, Paramaribo, Surinam. and Univ Liege, Gembloux Agrobio 
                         Tech, Gembloux, Belgium. and Natl Inst Amazonian Res INPA, Manaus, 
                         Amazonas, Brazil. and Univ Yaounde I, Dept Plant Biol, Fac Sci, 
                         Yaounde, Cameroon. and Smith Coll Bot Garden, Northampton, MA USA. 
                         and Royal Bot Garden Edinburgh, Edinburgh, Midlothian, Scotland. 
                         and Museo Hist Nat Alcide dOrbigny, Cochabamba, Bolivia. and Univ 
                         Goettingen, Plant Ecol, Gottingen, Germany. and Royal Museum Cent 
                         Africa, Serv Wood Biol, Tervuren, Belgium. and Smithsonian Trop 
                         Res Inst, Balboa, Panama.; Univ Calif Los Angeles, Dept Ecol \& 
                         Evolutionary Biol, Los Angeles, CA USA. and Univ Ghent, Isotope 
                         Biosci Lab ISOFYS, Ghent, Belgium. and Org Trop Studies, La Selva, 
                         Costa Rica. and Univ Yaounde I, Higher Teachers Training Coll, 
                         Plant Systemat \& Ecol Lab, Yaounde, Cameroon. and Univ Ghent, 
                         CAVElab Computat \& Appl Vegetat Ecol, Ghent, Belgium. and 
                         Smithsonian Trop Res Inst, CTFS ForestGEO, Washington, DC USA. and 
                         Univ Zurich, Dept Systemat \& Evolutionary Bot, Zurich, 
                         Switzerland. and Cirad, UR Forest \& Soc, Montpellier, France.; 
                         AgroParisTech, Doctoral Sch ABIES, Paris, France. and Cirad, UR 
                         Forest \& Soc, Montpellier, France.; Ctr Int Forestry Res, Bogor, 
                         Indonesia. and James Cook Univ, Coll Sci \& Engn, Ctr Trop 
                         Environm \& Sustainabil Sci, Cairns, Qld, Australia. and James 
                         Cook Univ, Coll Sci \& Engn, Ctr Trop Environm \& Sustainabil 
                         Sci, Cairns, Qld, Australia. and Univ Leeds, Sch Geog, Leeds, W 
                         Yorkshire, England. and Univ Yaounde I, Higher Teachers Training 
                         Coll, Plant Systemat \& Ecol Lab, Yaounde, Cameroon. and Univ 
                         Liege, Gembloux Agrobio Tech, Gembloux, Belgium. and Imperial Coll 
                         London, Dept Life Sci, Ascot, Berks, England.; George Mason Univ, 
                         Dept Environm Sci \& Policy, Fairfax, VA 22030 USA. and George 
                         Mason Univ, Dept Environm Sci \& Policy, Fairfax, VA 22030 USA. 
                         and Univ Oxford, Sch Geog \& Environm, Environm Change Inst, 
                         Oxford, England. and Univ Estado Mato Grosso, Campus Nova 
                         Xavantina, Nova Xavantina, Brazil. and Univ Estado Mato Grosso, 
                         Campus Nova Xavantina, Nova Xavantina, Brazil. and Udzungwa Ecol 
                         Monitoring Ctr, Udzungwa Mt Natl Pk, Mangula, Tanzania.; Sokoine 
                         Univ Agr, Morogoro, Tanzania. and Mulawarman Univ, Fac Forestry, 
                         Samarinda, Indonesia. and CALTECH, Jet Prop Lab, NASA, Pasadena, 
                         CA USA. and Univ Mayor San Simon, Unidad Acad Trop, Escuela 
                         Ciencias Forestales, Sacta, Bolivia. and Jardin Bot Missouri, 
                         Oxapampa, Peru. and MUSE Museo Sci, Trento, Italy. and Univ 
                         Estatal Amazon, Puyo, Pastaza, Ecuador. and Museo Hist Nat Noel 
                         Kempff Mercado, Santa Cruz, Bolivia. and Univ Autonoma Beni, 
                         Riberalta, Bolivia. and Field Museum, Sci \& Educ, Chicago, IL 
                         USA. and French Inst Pondicherry IFP, Pondicherry, India. and Univ 
                         Leeds, Sch Geog, Leeds, W Yorkshire, England. and Field Museum, 
                         Sci \& Educ, Chicago, IL USA. and Univ Montpellier, INRA, CNRS, 
                         AMAP Lab,IRD,CIRAD, Montpellier, France. and Catholic Univ 
                         Louvain, Earth \& Life Inst, Louvain La Neuve, Belgium. and 
                         French Inst Pondicherry IFP, Pondicherry, India. and Ctr ValBio, 
                         Ranomafana, Madagascar. and Univ Montpellier, INRA, CNRS, AMAP 
                         Lab,IRD,CIRAD, Montpellier, France. and Embrapa Florestas, 
                         Colombo, Brazil. and Yachay Tech Univ, Sch Biol Sci \& Engn, 
                         Urcuqui, Ecuador. and Embrapa Florestas, Colombo, Brazil. and Natl 
                         Inst Amazonian Res INPA, Manaus, Amazonas, Brazil. and MUSE Museo 
                         Sci, Trento, Italy. and Univ Zurich, Dept Evolutionary Biol \& 
                         Environm Studies, Zurich, Switzerland. and Fundacao Ecol 
                         Cristalino Alta Floresta, Alta Floresta, Mato Grosso, Brazil. and 
                         HJ Andrews Expt Forest, Blue River, OR USA. and Univ Fed Acre, 
                         Museu Univ, Rio Branco, Brazil. and Guyana Forestry Commiss, 
                         Georgetown, Guyana. and Cirad, UR Forest \& Soc, Montpellier, 
                         France.; Univ Montpellier, CIRAD, Forests \& Soc, Montpellier, 
                         France. and Univ Yaounde I, Higher Teachers Training Coll, Plant 
                         Systemat \& Ecol Lab, Yaounde, Cameroon. and Museo Hist Nat Noel 
                         Kempff Mercado, Santa Cruz, Bolivia. and Embrapa Amazonia 
                         Ocidental, Manaus, Amazonas, Brazil. and Univ Fed Alagoas, Inst 
                         Biol \& Hlth Sci, Maceio, Brazil. and Univ Leeds, Sch Geog, 
                         Leeds, W Yorkshire, England. and Wildlife Conservat Soc, New York, 
                         NY USA. and Nat Biodivers Ctr, Leiden, Netherlands.; Free Univ 
                         Amsterdam, Syst Ecol, Amsterdam, Netherlands. and Univ Florida, 
                         Florida Museum Nat Hist, Gainesville, FL 32611 USA.; Univ Florida, 
                         Dept Biol, Gainesville, FL USA.; James Cook Univ, Dept Biol, 
                         Cairns, Qld, Australia. and Univ Libre Bruxelles, Fac Sci, Lab 
                         Evolut Biol \& Ecol, Brussels, Belgium. and Forestry \& Forest 
                         Prod Res Inst, Tsukuba, Ibaraki, Japan. and Pontificia Univ 
                         Catolica Ecuador, Escuela Ciencias Biol, Quito, Ecuador. and 
                         Jardin Bot Missouri, Oxapampa, Peru. and Museu Paraense Emilio 
                         Goeldi, Coordenacao Bot, Belem, Para, Brazil. and Andes Amazon 
                         Biodivers Program, Madre De Dios, Peru. and Nat Biodivers Ctr, 
                         Leiden, Netherlands. and Univ Estatal Amazon, Puyo, Pastaza, 
                         Ecuador. and Univ Ghent, CAVElab Computat \& Appl Vegetat Ecol, 
                         Ghent, Belgium. and Pondicherry Univ, Dept Ecol \& Environm Sci, 
                         Pondicherry, India. and Univ Calif Berkeley, Dept Integrat Biol, 
                         Berkeley, CA 94720 USA. and Univ Autonoma Beni, Riberalta, 
                         Bolivia.; Ctr Invest \& Promoc Campesinado Norte Amazon, 
                         Riberalta, Bolivia. and {Instituto Nacional de Pesquisas Espaciais 
                         (INPE)} and Mulawarman Univ, Ctr Reforestat Studies Trop Rain 
                         Forest PUSREHUT, East Kalimantan, Indonesia. and Ctr Agr Res 
                         Suriname CELOS, Paramaribo, Surinam. and Tropenbos Int, 
                         Wageningen, Netherlands. and Univ Yaounde I, Higher Teachers 
                         Training Coll, Plant Systemat \& Ecol Lab, Yaounde, Cameroon.",
                title = "Pan-tropical prediction of forest structure from the largest 
                         trees",
              journal = "Global Ecology and Biogeography",
                 year = "2018",
               volume = "27",
               number = "11",
                pages = "1366--1383",
                month = "Nov.",
                 note = "{Pr{\^e}mio CAPES Elsevier 2023 - ODS 15: Vida terrestre}",
             keywords = "carbon, climate change, forest structure, large trees, 
                         pan-tropical, REDD, tropical forest ecology.",
             abstract = "Aim Large tropical trees form the interface between ground and 
                         airborne observations, offering a unique opportunity to capture 
                         forest properties remotely and to investigate their variations on 
                         broad scales. However, despite rapid development of metrics to 
                         characterize the forest canopy from remotely sensed data, a gap 
                         remains between aerial and field inventories. To close this gap, 
                         we propose a new pan-tropical model to predict plot-level forest 
                         structure properties and biomass from only the largest trees. 
                         Location Time period Pan-tropical. Early 21st century. Major taxa 
                         studied Methods Woody plants. Using a dataset of 867 plots 
                         distributed among 118 sites across the tropics, we tested the 
                         prediction of the quadratic mean diameter, basal area, Lorey's 
                         height, community wood density and aboveground biomass (AGB) from 
                         the ith largest trees. Results Main conclusions Measuring the 
                         largest trees in tropical forests enables unbiased predictions of 
                         plot- and site-level forest structure. The 20 largest trees per 
                         hectare predicted quadratic mean diameter, basal area, Lorey's 
                         height, community wood density and AGB with 12, 16, 4, 4 and 
                         17.7\% of relative error, respectively. Most of the remaining 
                         error in biomass prediction is driven by differences in the 
                         proportion of total biomass held in medium-sized trees (50-70 cm 
                         diameter at breast height), which shows some continental 
                         dependency, with American tropical forests presenting the highest 
                         proportion of total biomass in these intermediate-diameter classes 
                         relative to other continents. Our approach provides new 
                         information on tropical forest structure and can be used to 
                         generate accurate field estimates of tropical forest carbon stocks 
                         to support the calibration and validation of current and 
                         forthcoming space missions. It will reduce the cost of field 
                         inventories and contribute to scientific understanding of tropical 
                         forest ecosystems and response to climate change.",
                  doi = "10.1111/geb.12803",
                  url = "http://dx.doi.org/10.1111/geb.12803",
                 issn = "1466-822X",
                label = "isi 2018-11-27 
                         
                         BastinRKSPHSBCMPAAAAAAABBBBBBBBBHBCCCCCCCCCHDHDDDDDEEFFFFFGGAGGHHHHHHHKKKKLLLLLLLLLMMMMMMBMMNGPPPPPPPRRRRRBSRSSSSSSSSSSSSSTTTVVFCVVVVVVWPWZZ:2018:PaPrFo",
             language = "en",
           targetfile = "bastin_pan.pdf",
        urlaccessdate = "27 abr. 2024"
}


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