Spatial congruence between carbon and biodiversity across forest landscapes of northern Borneo

Global Ecology and Conservation

Volumn 6, Issue , 2016, Pages 105-120

  Labrière, Nicolas ^a,b   Locatelli, Bruno ^a,c   Vieilledent, Ghislain ^a   Kharisma, Selly ^d   Basuki, Imam ^e   Gond, Valéry ^a   Laumonier, Yves ^a,d  

^a CIRAD   (France)

^b AGROPARISTECH   (France)

^c CENTER FOR INTERNATIONAL FORESTRY RESEARCH   (Peru)

^d CENTER FOR INTERNATIONAL FORESTRY RESEARCH   (Indonesia)

^e OREGON STATE UNIVERSITY   (United States)

Author keywords

Ecosystem services; Land use planning; Protected areas; REDD+; Spatial relationship; Spatialization

Indexed keywords

EID: 84960465523     PISSN: None     EISSN: 23519894     Source Type: Journal    
DOI: 10.1016/j.gecco.2016.01.005     Document Type: Article

References (102)

1. Anderson J.A.R. The structure and development of the peat swamps of Sarawak and Brunei. J. Trop. Geogr. 1964, 18:7-16.
2. Anderson B.J., Armsworth P.R., Eigenbrod F., Thomas C.D., Gillings S., Heinemeyer A., Roy D.B., Gaston K.J. Spatial covariance between biodiversity and other ecosystem service priorities. J. Appl. Ecol. 2009, 46:888-896. 10.1111/j.1365-2664.2009.01666.x.
3. Anshari G., Afifudin M., Nuriman M., Gusmayanti E., Arianie L., Susana R., Nusantara R., Sugardjito J., Rafiastanto A. Drainage and land use impacts on changes in selected peat properties and peat degradation in West Kalimantan Province, Indonesia. Biogeosciences 2010, 7:3403-3419.
4. Asner G.P., Knapp D.E., Martin R.E., Tupayachi R., Anderson C.B., Mascaro J., Sinca F., Chadwick K.D., Higgins M., Farfan W., Llactayo W., Silman M.R. Targeted carbon conservation at national scales with high-resolution monitoring. Proc. Natl. Acad. Sci. USA 2014, 111:E5016-E5022. 10.1073/pnas.1419550111.
5. Avitabile V., Herold M., Heuvelink G.B.M., Lewis S.L., Phillips O.L., Asner G.P., Armston J., Asthon P., Banin L.F., Bayol N., Berry N., Boeckx P., de Jong B., DeVries B., Girardin C., Kearsley E., Lindsell J.A., Lopez-Gonzalez G., Lucas R., Malhi Y., Morel A., Mitchard E., Nagy L., Qie L., Quinones M., Ryan C.M., Slik F., Sunderland T., Vaglio Laurin G., Valentini R., Verbeeck H., Wijaya A., Willcock S. An integrated pan-tropical biomass map using multiple reference datasets. Global Change Biol. 2015, 10.1111/gcb.13139.
6. Baccini A., Goetz S.J., Walker W.S., Laporte N.T., Sun M., Sulla-Menashe D., Hackler J., Beck P.S.A., Dubayah R., Friedl M.A., Samanta S., Houghton R.A. Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps. Nature Clim. Change 2012, 2:182-185. 10.1038/Nclimate1354.
7. Ball I.R., Possingham H.P., Watts M. Marxan and relatives: software for spatial conservation prioritisation. Spatial Conservation Prioritisation: Quantitative Methods and Computational Tools 2009, 185-195. Oxford University Press, Oxford. A. Moilanen, K.A. Wilson, H.P. Possingham (Eds.).
8. Bivand R.S., Hauke J., Kossowski T. Computing the Jacobian in Gaussian spatial autoregressive models: An illustrated comparison of available methods. Geogr. Anal. 2013, 45:150-179.
9. Bivand R., Piras G. Comparing implementations of estimation methods for spatial econometrics. J. Stat. Softw. 2015, 63:1-36.
10. Breiman L., Friedman J., Stone C.J., Olshen R.A. Classification and Regression Trees 1984, CRC Press, Belmont, CA.
11. Brünig, E.F., 1974. Ecological studies in the kerangas forests of Sarawak and Brunei. Borneo Literature Bureau for Sarawak Forest Department.
12. Busch J., Ferretti-Gallon K., Engelmann J., Wright M., Austin K.G., Stolle F., Turubanova S., Potapov P.V., Margono B., Hansen M.C., Baccini A. Reductions in emissions from deforestation from Indonesia's moratorium on new oil palm, timber, and logging concessions. Proc. Natl. Acad. Sci. USA 2015, 112:1328-1333. 10.1073/pnas.1412514112.
13. Busch J., Lubowski R.N., Godoy F., Steininger M., Yusuf A.A., Austin K., Hewson J., Juhn D., Farid M., Boltz F. Structuring economic incentives to reduce emissions from deforestation within Indonesia. Proc. Natl. Acad. Sci. 2012, 109:1062-1067. 10.1073/pnas.1109034109.
14. Cannon C.H., Leighton M. Tree species distributions across five habitats in a Bornean rain forest. J. Veg. Sci. 2004, 15:257-266. 10.1111/j.1654-1103.2004.tb02260.x.
15. Carlson K.M., Curran L.M., Asner G.P., Pittman A.M., Trigg S.N., Adeney J.M. Carbon emissions from forest conversion by Kalimantan oil palm plantations. Nature Clim. Change 2013, 3:283-287. 10.1038/nclimate1702.
16. Carpenter S.R., DeFries R., Dietz T., Mooney H.A., Polasky S., Reid W.V., Scholes R.J. Millennium ecosystem assessment: Research needs. Science 2006, 314:257-258. 10.1126/science.1131946.
17. Chan K.M., Shaw M.R., Cameron D.R., Underwood E.C., Daily G.C. Conservation planning for ecosystem services. PLoS Biol. 2006, 4:2138-2152. 10.1371/journal.pbio.0040379.
18. Chave J., Coomes D., Jansen S., Lewis S.L., Swenson N.G., Zanne A.E. Towards a worldwide wood economics spectrum. Ecol. Lett. 2009, 12:351-366. 10.1111/j.1461-0248.2009.01285.x.
19. Chave J., Réjou-Méchain M., Búrquez A., Chidumayo E., Colgan M.S., Delitti W.B.C., Duque A., Eid T., Fearnside P.M., Goodman R.C., Henry M., Martínez-Yrízar A., Mugasha W.A., Muller-Landau H.C., Mencuccini M., Nelson B.W., Ngomanda A., Nogueira E.M., Ortiz-Malavassi E., Pélissier R., Ploton P., Ryan C.M., Saldarriaga J.G., Vieilledent G. Improved allometric models to estimate the aboveground biomass of tropical trees. Global Change Biol. 2014, 20:3177-3190. 10.1111/gcb.12629.
20. Colwell R.K. Biodiversity: concepts, patterns, and measurement. The Princeton Guide to Ecology 2009, 257-263. Princeton University Press, Princeton, NJ. S.A. Levin (Ed.).
21. Daily G.C., Matson P.A. Ecosystem services: From theory to implementation. Proc. Natl. Acad. Sci. 2008, 105:9455-9456. 10.1073/pnas.0804960105.
22. de Groot R.S., Alkemade R., Braat L., Hein L., Willemen L. Challenges in integrating the concept of ecosystem services and values in landscape planning, management and decision making. Ecol. Complex. 2010, 7:260-272. 10.1016/j.ecocom.2009.10.006.
23. DeFries R., Hansen A., Newton A.C., Hansen M.C. Increasing isolation of protected areas in tropical forests over the past twenty years. Ecol. Appl. 2005, 15:19-26. 10.1890/03-5258.
24. Dickson B., Kapos V. Biodiversity monitoring for REDD+. Curr. Opin. Environ. Sustain. 2012, 4:717-725. 10.1016/j.cosust.2012.09.017.
25. Edwards D.P., Koh L.P., Laurance W.F. Indonesia's REDD+ pact: Saving imperilled forests or business as usual?. Biol. Cons. 2012, 151:41-44. 10.1016/j.biocon.2011.10.028.
26. Edwards D.P., Tobias J.A., Sheil D., Meijaard E., Laurance W.F. Maintaining ecosystem function and services in logged tropical forests. Trends Ecol. Evol. 2014, 29:511-520. 10.1016/j.tree.2014.07.003.
27. Egoh B., Reyers B., Rouget M., Bode M., Richardson D.M. Spatial congruence between biodiversity and ecosystem services in South Africa. Biol. Cons. 2009, 142:553-562. 10.1016/j.biocon.2008.11.009.
28. Egoh B., Reyers B., Rouget M., Richardson D.M., Le Maitre D.C., van Jaarsveld A.S. Mapping ecosystem services for planning and management. Agric. Ecosyst. Environ. 2008, 127:135-140. 10.1016/j.agee.2008.03.013.
29. Eigenbrod F., Armsworth P.R., Anderson B.J., Heinemeyer A., Gillings S., Roy D.B., Thomas C.D., Gaston K.J. The impact of proxy-based methods on mapping the distribution of ecosystem services. J. Appl. Ecol. 2010, 47:377-385. 10.1111/j.1365-2664.2010.01777.x.
30. Fisher B., Edwards D.P., Giam X., Wilcove D.S. The high costs of conserving Southeast Asia's lowland rainforests. Front. Ecol. Environ. 2011, 9:329-334.
31. Gardner T.A., Burgess N.D., Aguilar-Amuchastegui N., Barlow J., Berenguer E., Clements T., Danielsen F., Ferreira J., Foden W., Kapos V., Khan S.M., Lees A.C., Parry L., Roman-Cuesta R.M., Schmitt C.B., Strange N., Theilade I., Vieira I.C.G. A framework for integrating biodiversity concerns into national REDD+ programmes. Biol. Cons. 2012, 154:61-71. 10.1016/j.biocon.2011.11.018.
32. Haining R. Spatial Data Analysis in the Social and Environmental Sciences 1990, Cambridge University Press, Cambridge.
33. Hansen M.C., DeFries R.S., Townshend J.R.G., Carroll M., Dimiceli C., Sohlberg R.A. Global percent tree cover at a spatial resolution of 500 meters: First results of the MODIS vegetation continuous fields algorithm. Earth Interact. 2003, 7:1-15. http://dx.doi.org/10.1175/1087-3562(2003)007%3C0001:GPTCAA%3E2.0.CO;2.
34. Hijmans, R.J., 2015. raster: Geographic data analysis and modeling. R package version 2.3-24. http://CRAN.R-project.org/package%3Draster.
35. Hijmans R.J., Cameron S.E., Parra J.L., Jones P.G., Jarvis A. Very high resolution interpolated climate surfaces for global land areas. Int. J. Climatol. 2005, 25:1965-1978. 10.1002/Joc.1276.
36. Hilbert C., Schmullius C. Influence of surface topography on ICESat/GLAS forest height estimation and waveform shape. Remote Sens. 2012, 4:2210-2235. 10.3390/rs4082210.
37. Houghton R., Lawrence K., Hackler J., Brown S. The spatial distribution of forest biomass in the Brazilian Amazon: a comparison of estimates. Global Change Biol. 2001, 7:731-746.
38. Huete A., Didan K., Miura T., Rodriguez E.P., Gao X., Ferreira L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83:195-213. 10.1016/S0034-4257(02)00096-2.
39. Ishwaran, H., Kogalur, U.B., 2015. Random Forests for Survival, Regression and Classification (RF-SRC), R package version 1.6.0.
40. Jarvis, A., Reuter, H.I., Nelson, A., Guevara, E., 2008. Hole-filled SRTM for the globe Version 4, available from the CGIAR-CSI SRTM 90m Database. http://srtm.csi.cgiar.org.
41. Kessler M., Hertel D., Jungkunst H.F., Kluge J., Abrahamczyk S., Bos M., Buchori D., Gerold G., Gradstein S.R., Kohler S., Leuschner C., Moser G., Pitopang R., Saleh S., Schulze C.H., Sporn S.G., Steffan-Dewenter I., Tjitrosoedirdjo S.S., Tscharntke T. Can joint carbon and biodiversity management in tropical agroforestry landscapes be optimized?. PLoS One 2012, 7:1-7. 10.1371/journal.pone.0047192.
42. Kim D.H., Sexton J.O., Townshend J.R. Accelerated deforestation in the humid tropics from the 1990s to the 2000s. Geophys. Res. Lett. 2015, 42:3495-3501. 10.1002/2014GL062777.
43. Koh L.P., Wilcove D.S. Is oil palm agriculture really destroying tropical biodiversity?. Conserv. Lett. 2008, 1:60-64. 10.1111/j.1755-263X.2008.00011.x.
44. Kramer R., van Schaik C., Johnson J. Last Stand: Protected Areas and the Defense of Tropical Biodiversity 1997, Oxford University Press, New York, NY.
45. Kuusipalo J., Adjers G., Jafarsidik Y., Otsamo A., Tuomela K., Vuokko R. Restoration of natural vegetation in degraded Imperata cylindrica Grassland: understorey development in forest plantations. J. Veg. Sci. 1995, 6:205-210. 10.2307/3236215.
46. Labrière N., Laumonier Y., Locatelli B., Vieilledent G., Comptour M. Ecosystem services and biodiversity in a rapidly transforming landscape in northern Borneo. PLoS One 2015, 10:e0140423. 10.1371/journal.pone.0140423.
47. Lamb D., Erskine P.D., Parrotta J.A. Restoration of degraded tropical forest landscapes. Science 2005, 310:1628-1632. 10.1126/science.1111773.
48. Landon J.R. Booker Tropical Soil Manual: A Handbook for Soil Survey and Agricultural Land Evaluation in the Tropics and Subtropics 1984, Longman, New York, NY.
49. Laumonier Y., Edin A., Kanninen M., Munandar A.W. Landscape-scale variation in the structure and biomass of the hill dipterocarp forest of Sumatra: Implications for carbon stock assessments. For. Ecol. Manag. 2010, 259:505-513. 10.1016/j.foreco.2009.11.007.
50. Laurance W.F., Useche D.C., Rendeiro J., Kalka M., Bradshaw C.J.A., Sloan S.P., Laurance S.G., Campbell M., Abernethy K., Alvarez P., Arroyo-Rodriguez V., Ashton P., Benitez-Malvido J., Blom A., Bobo K.S., Cannon C.H., Cao M., Carroll R., Chapman C., Coates R., Cords M., Danielsen F., De Dijn B., Dinerstein E., Donnelly M.A., Edwards D., Edwards F., Farwig N., Fashing P., Forget P.M., Foster M., Gale G., Harris D., Harrison R., Hart J., Karpanty S., Kress W.J., Krishnaswamy J., Logsdon W., Lovett J., Magnusson W., Maisels F., Marshall A.R., McClearn D., Mudappa D., Nielsen M.R., Pearson R., Pitman N., van der Ploeg J., Plumptre A., Poulsen J., Quesada M., Rainey H., Robinson D., Roetgers C., Rovero F., Scatena F., Schulze C., Sheil D., Struhsaker T., Terborgh J., Thomas D., Timm R., Urbina-Cardona J.N., Vasudevan K., Wright S.J., Arias-G J.C., Arroyo L., Ashton M., Auzel P., Babaasa D., Babweteera F., Baker P., Banki O., Bass M., Bila-Isia I., Blake S., Brockelman W., Brokaw N., Bruhl C.A., Bunyavejchewin S., Chao J.T., Chave J., Chellam R., Clark C.J., Clavijo J., Congdon R., Corlett R., Dattaraja H.S., Dave C., Davies G., Beisiegel B.D., da Silva R.D., Di Fiore A., Diesmos A., Dirzo R., Doran-Sheehy D., Eaton M., Emmons L., Estrada A., Ewango C., Fedigan L., Feer F., Fruth B., Willis J.G., Goodale U., Goodman S., Guix J.C., Guthiga P., Haber W., Hamer K., Herbinger I., Hill J., Huang Z.L., Sun I.F., Ickes K., Itoh A., Ivanauskas N., Jackes B., Janovec J., Janzen D., Jiangming M., Jin C., Jones T., Justiniano H., Kalko E., Kasangaki A., Killeen T., King H.B., Klop E., Knott C., Kone I., Kudavidanage E., Ribeiro J.L.D., Lattke J., Laval R., Lawton R., Leal M., Leighton M., Lentino M., Leonel C., Lindsell J., Ling-Ling L., Linsenmair K.E., Losos E., Lugo A., Lwanga J., Mack A.L., Martins M., McGraw W.S., McNab R., Montag L., Thompson J.M., Nabe-Nielsen J., Nakagawa M., Nepal S., Norconk M., Novotny V., O'Donnell S., Opiang M., Ouboter P., Parker K., Parthasarathy N., Pisciotta K., Prawiradilaga D., Pringle C., Rajathurai S., Reichard U., Reinartz G., Renton K., Reynolds G., Reynolds V., Riley E., Rodel M.O., Rothman J., Round P., Sakai S., Sanaiotti T., Savini T., Schaab G., Seidensticker J., Siaka A., Silman M.R., Smith T.B., de Almeida S.S., Sodhi N., Stanford C., Stewart K., Stokes E., Stoner K.E., Sukumar R., Surbeck M., Tobler M., Tscharntke T., Turkalo A., Umapathy G., van Weerd M., Rivera J.V., Venkataraman M., Venn L., Verea C., de Castilho C.V., Waltert M., Wang B., Watts D., Weber W., West P., Whitacre D., Whitney K., Wilkie D., Williams S., Wright D.D., Wright P., Xiankai L., Yonzon P., Zamzani F. Averting biodiversity collapse in tropical forest protected areas. Nature 2012, 489:290-294. 10.1038/Nature11318.
51. Liaw A., Wiener M. Classification and regression by random forest. R News 2002, 2:18-22.
52. Locatelli B., Imbach P., Wunder S. Synergies and trade-offs between ecosystem services in Costa Rica. Environ. Conserv. 2014, 41:27-36. 10.1017/S0376892913000234.
53. Loreau M., Hector A. Partitioning selection and complementarity in biodiversity experiments. Nature 2001, 412:72-76. 10.1038/35083573.
54. Macdonald E.A., Collins M., Johnson P.J., Clayton L.M., Malhi Y., Fisher J.B., Milner-Gulland E.J., Macdonald D.W. Wildlife conservation and reduced emissions from deforestation in a case study of Nantu National Park, Sulawesi: 1. The effectiveness of forest protection-many measures, one goal. Environ. Sci. Policy 2011, 14:697-708. 10.1016/j.envsci.2011.03.001.
55. Mace G.M., Norris K., Fitter A.H. Biodiversity and ecosystem services: a multilayered relationship. Trends Ecol. Evol. 2012, 27:19-26. 10.1016/j.tree.2011.08.006.
56. Magnago L.F.S., Magrach A., Laurance W.F., Martins S.V., Meira-Neto J.A.A., Simonelli M., Edwards D.P. Would protecting tropical forest fragments provide carbon and biodiversity co-benefits under redd+?. Global Change Biol. 2015, 21:3455-3468.
57. Malhi Y., Gardner T.A., Goldsmith G.R., Silman M.R., Zelazowski P. Tropical forests in the Anthropocene. Annu. Rev. Environ. Resour. 2014, 39:125-159. 10.1146/annurev-environ-030713-155141.
58. Marshall A.R., Willcock S., Platts P.J., Lovett J.C., Balmford A., Burgess N.D., Latham J.E., Munishi P.K.T., Salter R., Shirima D.D., Lewis S.L. Measuring and modelling above-ground carbon and tree allometry along a tropical elevation gradient. Biol. Cons. 2012, 154:20-33. 10.1016/j.biocon.2012.03.017.
59. McGroddy M.E., Daufresne T., Hedin L.O. Scaling of C:N:P stoichiometry in forests worldwide: implications of terrestrial redfield-type ratios. Ecology 2004, 85:2390-2401. 10.1890/03-0351.
60. Meijaard E., Sheil D. A logged forest in Borneo is better than none at all. Nature 2007, 446. 974-974. http://dx.doi.org/10.1038/446974a.
61. Mitchard E.T., Feldpausch T.R., Brienen R.J., Lopez-Gonzalez G., Monteagudo A., Baker T.R., Lewis S.L., Lloyd J., Quesada C.A., Gloor M. Markedly divergent estimates of Amazon forest carbon density from ground plots and satellites. Glob. Ecol. Biogeogr. 2014, 23:935-946.
62. Moilanen A., Franco A.M., Early R.I., Fox R., Wintle B., Thomas C.D. Prioritizing multiple-use landscapes for conservation: methods for large multi-species planning problems. Proc. R. Soc. Lond. B Biol. Sci. 2005, 272:1885-1891.
63. Murray J.P., Grenyer R., Wunder S., Raes N., Jones J.P.G. Spatial patterns of carbon, biodiversity, deforestation threat, and REDD+ projects in Indonesia. Conserv. Biol. 2015, 10.1111/cobi.12500.
64. Myers N., Mittermeier R.A., Mittermeier C.G., da Fonseca G.A.B., Kent J. Biodiversity hotspots for conservation priorities. Nature 2000, 403:853-858. 10.1038/35002501.
65. Nagler P.L., Glenn E.P., Kim H., Emmerich W., Scott R.L., Huxman T.E., Huete A.R. Relationship between evapotranspiration and precipitation pulses in a semiarid rangeland estimated by moisture flux towers and MODIS vegetation indices. J. Arid Environ. 2007, 70:443-462. 10.1016/j.jaridenv.2006.12.026.
66. Naidoo R., Balmford A., Costanza R., Fisher B., Green R.E., Lehner B., Malcolm T.R., Ricketts T.H. Global mapping of ecosystem services and conservation priorities. Proc. Natl. Acad. Sci. USA 2008, 105:9495-9500. 10.1073/pnas.0707823105.
67. Oindo B.O., Skidmore A.K. Interannual variability of NDVI and species richness in Kenya. Int. J. Remote Sens. 2002, 23:285-298. 10.1080/01431160010014819.
68. Oksanen, J., Blanchet, F.G., Kindt, R., Legendre, P., Minchin, P.R., O'Hara, R.B., Simpson, G.L., Solymos, P., Stevens, M.H.H., Wagner, H., 2015. vegan: Community Ecology Package. R package version 2.2-1. http://CRAN.R-project.org/package%3Dvegan.
69. Page S.E., Rieley J.O., Banks C.J. Global and regional importance of the tropical peatland carbon pool. Global Change Biol. 2011, 17:798-818. 10.1111/j.1365-2486.2010.02279.x.
70. Pan Y.D., Birdsey R.A., Fang J.Y., Houghton R., Kauppi P.E., Kurz W.A., Phillips O.L., Shvidenko A., Lewis S.L., Canadell J.G., Ciais P., Jackson R.B., Pacala S.W., McGuire A.D., Piao S.L., Rautiainen A., Sitch S., Hayes D. A large and persistent carbon sink in the world's forests. Science 2011, 333:988-993. 10.1126/science.1201609.
71. Paoli G.D., Curran L.M., Slik J. Soil nutrients affect spatial patterns of aboveground biomass and emergent tree density in southwestern Borneo. Oecologia 2008, 155:287-299. 10.1007/s00442-007-0906-9.
72. Paoli G.D., Wells P.L., Meijaard E., Struebig M.J., Marshall A.J., Obidzinski K., Tan A., Rafiastanto A., Yaap B., Slik J.F. Biodiversity conservation in the REDD. Carbon Balance Manage. 2010, 5:1-9. 10.1186/1750-0680-5-7.
73. Parmentier I., Harrigan R.J., Buermann W., Mitchard E.T.A., Saatchi S., Malhi Y., Bongers F., Hawthorne W.D., Leal M.E., Lewis S.L., Nusbaumer L., Sheil D., Sosef M.S.M., Affum-Baffoe K., Bakayoko A., Chuyong G.B., Chatelain C., Comiskey J.A., Dauby G., Doucet J.L., Fauset S., Gautier L., Gillet J.F., Kenfack D., Kouame F.N., Kouassi E.K., Kouka L.A., Parren M.P.E., Peh K.S.H., Reitsma J.M., Senterre B., Sonke B., Sunderland T.C.H., Swaine M.D., Tchouto M.G.P., Thomas D., Van Valkenburg J.L.C.H., Hardy O.J. Predicting alpha diversity of African rain forests: models based on climate and satellite-derived data do not perform better than a purely spatial model. J. Biogeogr. 2011, 38:1164-1176. 10.1111/j.1365-2699.2010.02467.x.
74. Phelps J., Friess D.A., Webb E.L. Win-win REDD+ approaches belie carbon-biodiversity trade-offs. Biol. Cons. 2012, 154:53-60. 10.1016/j.biocon.2011.12.031.
75. Prasetyo, F.A., Obidzinski, K., Dermawan, A., 2007. Launching the partnership and assessing the challenges ahead. Learning lessons year 1 and 2: forest partnership from Kalimantan districts to the global market place. Center for International Forestry Research (CIFOR), Bogor, Indonesia.
76. Putz F.E., Zuidema P.A., Synnott T., Peña-Claros M., Pinard M.A., Sheil D., Vanclay J.K., Sist P., Gourlet-Fleury S., Griscom B., Palmer J., Zagt R. Sustaining conservation values in selectively logged tropical forests: the attained and the attainable. Conserv. Lett. 2012, 1-8. 10.1111/j.1755-263X.2012.00242.x.
77. R Core Team, 2014. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL: http://www.R-project.org/.
78. Raes N. Partial versus full species distribution models. Nat. Conserv. 2012, 10:127-138. 10.4322/natcon.2012.020.
79. Raes N., Roos M.C., Slik J.W.F., van Loon E.E., ter Steege H. Botanical richness and endemicity patterns of Borneo derived from species distribution models. Ecography 2009, 32:180-192. 10.1111/j.1600-0587.2009.05800.x.
80. Raes N., Saw L.G., van Welzen P.C., Yahara T. Legume diversity as indicator for botanical diversity on Sundaland, South East Asia. S. Afr. J. Bot. 2013, 89:265-272. 10.1016/j.sajb.2013.06.004.
81. Raudsepp-Hearne C., Peterson G.D., Bennett E.M. Ecosystem service bundles for analyzing tradeoffs in diverse landscapes. Proc. Natl. Acad. Sci. USA 2010, 107:5242-5247. 10.1073/pnas.0907284107.
82. RePPProT, 1990. A national overview from the regional physical planning programme for transmigration. UK Overseas Development Administration and Directorate, BINA Programme, Ministry of Transmigration, Jakarta.
83. Ruiz-Jaen M.C., Potvin C. Tree diversity explains variation in ecosystem function in a neotropical forest in Panama. Biotropica 2010, 42:638-646. 10.1111/j.1744-7429.2010.00631.x.
84. Saatchi S., Buermann W., ter Steege H., Mori S., Smith T.B. Modeling distribution of Amazonian tree species and diversity using remote sensing measurements. Remote Sens. Environ. 2008, 112:2000-2017. 10.1016/j.rse.2008.01.008.
85. Saatchi S.S., Harris N.L., Brown S., Lefsky M., Mitchard E.T.A., Salas W., Zutta B.R., Buermann W., Lewis S.L., Hagen S., Petrova S., White L., Silman M., Morel A. Benchmark map of forest carbon stocks in tropical regions across three continents. Proc. Natl. Acad. Sci. USA 2011, 108:9899-9904. 10.1073/pnas.1019576108.
86. Savilaakso S., Garcia C., Garcia-Ulloa J., Ghazoul J., Groom M., Guariguata M.R., Laumonier Y., Nasi R., Petrokofsky G., Snaddon J., Zrust M. Systematic review of effects on biodiversity from oil palm production. Environ. Evid. 2014, 3:1-21. 10.1186/2047-2382-3-4.
87. Sayer J., Ghazoul J., Nelson P., Boedhihartono A.K. Oil palm expansion transforms tropical landscapes and livelihoods. Glob. Food Secur. 2012, 1:114-119. 10.1016/j.gfs.2012.10.003.
88. Shantiko, B., Fripp, E., Taufiqoh, T., Heri, V., Laumonier, Y., 2013. Socio-economic considerations for land use planning: The case of Kapuas Hulu, West Kalimantan. Center for International Forestry Research (CIFOR), Bogor, Indonesia.
89. Slik J.W.F., Aiba S.I., Brearley F.Q., Cannon C.H., Forshed O., Kitayama K., Nagamasu H., Nilus R., Payne J., Paoli G., Poulsen A.D., Raes N., Sheil D., Sidiyasa K., Suzuki E., van Valkenburg J.L.C.H. Environmental correlates of tree biomass, basal area, wood specific gravity and stem density gradients in Borneo's tropical forests. Glob. Ecol. Biogeogr. 2010, 19:50-60. 10.1111/j.1466-8238.2009.00489.x.
90. Slik J.W.F., Arroyo-Rodríguez V., Aiba S.-I., Alvarez-Loayza P., Alves L.F., Ashton P., Balvanera P., Bastian M.L., Bellingham P.J., van den Berg E., Bernacci L., da Conceição Bispo P., Blanc L., Böhning-Gaese K., Boeckx P., Bongers F., Boyle B., Bradford M., Brearley F.Q., Breuer-Ndoundou Hockemba M., Bunyavejchewin S., Matos Calderado Leal, Castillo-Santiago D., Catharino M., Chai E.L.M., Chen S.-L., Colwell Y., Robin R.K., Clark C.L., Clark C., Clark D.B., Culmsee D.A., Damas H., Dattaraja K., Dauby H.S., Davidar G., DeWalt P., Doucet S.J., Duque J.-L., Durigan A., Eichhorn G., Eisenlohr K.A.O., Eler P.V., Ewango E., Farwig C., Feeley N., Ferreira K.J., Field L., de Oliveira Filho R., Fletcher A.T., Forshed C., Franco O., Fredriksson G., Gillespie G., Gillet T., Amarnath J.-F., Griffith G., Grogan D.M., Gunatilleke J., Harris N., Harrison D., Hector R., Homeier A., Imai J., Itoh N., Jansen A., Joly P.A., de Jong C.A., Kartawinata B.H.J., Kearsley K., Kelly E., Kenfack D.L., Kessler D., Kitayama M., Kooyman K., Larney R., Laumonier E., Laurance Y., Laurance S., Lawes W.F., Amaral M.J., Letcher I.L.d., Lindsell S.G., Lu J., Mansor X., Marjokorpi A., Martin A., Meilby E.H., Melo H., Metcalfe F.P.L., Medjibe D.J., Metzger V.P., Millet J.P., Mohandass J., Montero D., de Morisson Valeriano J.C., Mugerwa M., Nagamasu B., Nilus H., Ochoa-Gaona R., Onrizal S., Page N., Parolin P., Parren M., Parthasarathy N., Paudel E., Permana A., Piedade M.T.F., Pitman N.C.A., Poorter L., Poulsen A.D., Poulsen J., Powers J., Prasad R.C., Puyravaud J.-P., Razafimahaimodison J.-C., Reitsma J., dos Santos J.R., Roberto Spironello W., Romero-Saltos H., Rovero F., Rozak A.H., Ruokolainen K., Rutishauser E., Saiter F., Saner P., Santos B.A., Santos F., Sarker S.K., Satdichanh M., Schmitt C.B., Schöngart J., Schulze M., Suganuma M.S., Sheil D., da Silva Pinheiro E., Sist P., Stevart T., Sukumar R., Sun I.-F., Sunderand T., Suresh H.S., Suzuki E., Tabarelli M., Tang J., Targhetta N., Theilade I., Thomas D.W., Tchouto P., Hurtado J., Valencia R., van Valkenburg J.L.C.H., Van Do T., Vasquez R., Verbeeck H., Adekunle V., Vieira S.A., Webb C.O., Whitfeld T., Wich S.A., Williams J., Wittmann F., Wöll H., Yang X., Adou Yao C.Y., Yap S.L., Yoneda T., Zahawi R.A., Zakaria R., Zang R., de Assis R.L., Garcia Luize B., Venticinque E.M. An estimate of the number of tropical tree species. Proc. Natl. Acad. Sci. 2015, 7472-7477. 10.1073/pnas.1423147112.
91. Slik J.W.F., Paoli G., McGuire K., Amaral I., Barroso J., Bastian M., Blanc L., Bongers F., Boundja P., Clark C., Collins M., Dauby G., Ding Y., Doucet J.L., Eler E., Ferreira L., Forshed O., Fredriksson G., Gillet J.F., Harris D., Leal M., Laumonier Y., Malhi Y., Mansor A., Martin E., Miyamoto K., Araujo-Murakami A., Nagamasu H., Nilus R., Nurtjahya E., Oliveira A., Onrizal O., Parada-Gutierrez A., Permana A., Poorter L., Poulsen J., Ramirez-Angulo H., Reitsma J., Rovero F., Rozak A., Sheil D., Silva-Espejo J., Silveira M., Spironelo W., ter Steege H., Stevart T., Navarro-Aguilar G.E., Sunderland T., Suzuki E., Tang J.W., Theilade I., van der Heijden G., van Valkenburg J., Van Do T., Vilanova E., Vos V., Wich S., Woll H., Yoneda T., Zang R.G., Zhang M.G., Zweifel N. Large trees drive forest aboveground biomass variation in moist lowland forests across the tropics. Glob. Ecol. Biogeogr. 2013, 22:1261-1271. 10.1111/Geb.12092.
92. Slik J.W.F., Raes N., Aiba S.I., Brearley F.Q., Cannon C.H., Meijaard E., Nagamasu H., Nilus R., Paoli G., Poulsen A.D., Sheil D., Suzuki E., van Valkenburg J.L.C.H., Webb C.O., Wilkie P., Wulffraat S. Environmental correlates for tropical tree diversity and distribution patterns in Borneo. Divers. Distrib. 2009, 15:523-532. 10.1111/j.1472-4642.2009.00557.x.
93. Sloan S., Edwards D.P., Laurance W.F. Does Indonesia's REDD+ moratorium on new concessions spare imminently threatened forests?. Conserv. Lett. 2012, 5:222-231. 10.1111/j.1755-263X.2012.00233.x.
94. Strassburg B.B.N., Kelly A., Balmford A., Davies R.G., Gibbs H.K., Lovett A., Miles L., Orme C.D.L., Price J., Turner R.K., Rodrigues A.S.L. Global congruence of carbon storage and biodiversity in terrestrial ecosystems. Conserv. Lett. 2010, 3:98-105. 10.1111/j.1755-263X.2009.00092.x.
95. Thomas C.D., Anderson B.J., Moilanen A., Eigenbrod F., Heinemeyer A., Quaife T., Roy D.B., Gillings S., Armsworth P.R., Gaston K.J. Reconciling biodiversity and carbon conservation. Ecol. Lett. 2013, 16:39-47. 10.1111/ele.12054.
96. Van der Laan C., Verweij P.A., Quiñones M.J., Faaij A.P. Analysis of biophysical and anthropogenic variables and their relation to the regional spatial variation of aboveground biomass illustrated for North and East Kalimantan, Borneo. Carbon Balance Manage. 2014, 9:1-12. 10.1186/s13021-014-0008-z.
97. Walker, S., Pearson, T., Casarim, F., Harris, N., Petrova, S., Grais, A., Swails, E., Netzer, E., Goslee, K., Brown, S., 2012. Standard operating procedures for terrestrial carbon measurement: Version 2012. Winrock International.
98. Waring R.H., Coops N.C., Fan W., Nightingale J.M. MODIS enhanced vegetation index predicts tree species richness across forested ecoregions in the contiguous USA. Remote Sens. Environ. 2006, 103:218-226. 10.1016/j.rse.2006.05.007.
99. Warren M.W., Kauffman J.B., Murdiyarso D., Anshari G., Hergoualc'h K., Kurnianto S., Purbopuspito J., Gusmayanti E., Afifudin M., Rahajoe J., Alhamd L., Limin S., Iswandi A. A cost-efficient method to assess carbon stocks in tropical peat soil. Biogeosciences 2012, 9:4477-4485. 10.5194/bg-9-4477-2012.
100. Wendland K.J., Honzak M., Portela R., Vitale B., Rubinoff S., Randrianarisoa J. Targeting and implementing payments for ecosystem services: Opportunities for bundling biodiversity conservation with carbon and water services in Madagascar. Ecol. Econ. 2010, 69:2093-2107. 10.1016/j.ecolecon.2009.01.002.
101. Wieder, W.R., Boehnert, J., Bonan, G.B., Langseth, M., 2014. Regridded harmonized world soil database v1.2. data set. Available online from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA. http://dx.doi.org/10.3334/ORNLDAAC/1247.
102. Zanne A.E., Lopez-Gonzalez G., Coomes D.A., Ilic J., Jansen S., Lewis S.L., Miller R.B., Swenson N.G., Wiemann M.C., Chave J. Data from: Chave J, Coomes D, Jansen S, Lewis SL, Swenson NG, Zanne AE. Towards a worldwide wood economics spectrum. Ecol. Lett. 2009, 12:351-366. Dryad Data Repository. 10.1111/j.1461-0248.2009.01285.x.