메뉴 건너뛰기




Volumn 188, Issue , 2017, Pages 106-117

Large-scale estimation of change in aboveground biomass in miombo woodlands using airborne laser scanning and national forest inventory data

Author keywords

Airborne laser scanning; Biomass; Change estimation; Miombo woodlands; Sample survey

Indexed keywords

BIOMASS; CARBON; DATA ACQUISITION; ENVIRONMENTAL REGULATIONS; ESTIMATION; FORESTRY; GAS EMISSIONS; GLOBAL WARMING; GREENHOUSE GASES; LASER APPLICATIONS; REMOTE SENSING; SCANNING; SURFACE ANALYSIS; SURVEYS; UNCERTAINTY ANALYSIS; VOLTAGE MEASUREMENT;

EID: 85006910755     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2016.10.046     Document Type: Article
Times cited : (54)

References (75)
  • 2
    • 80053508736 scopus 로고    scopus 로고
    • Using airborne light detection and ranging as a sampling tool for estimating forest biomass resources in the upper Tanana Valley of interior Alaska
    • Andersen, H.-E., Strunk, J., Temesgen, H., Using airborne light detection and ranging as a sampling tool for estimating forest biomass resources in the upper Tanana Valley of interior Alaska. West. J. Appl. For. 26 (2011), 157–164.
    • (2011) West. J. Appl. For. , vol.26 , pp. 157-164
    • Andersen, H.-E.1    Strunk, J.2    Temesgen, H.3
  • 4
    • 34548047961 scopus 로고    scopus 로고
    • TerraScan User's Guide
    • TerraSolid Oy (, last accessed May 5, 2014)
    • Anon., TerraScan User's Guide. 2012, TerraSolid Oy (http://www.terrasolid.com/download/tscan.pdf, last accessed May 5, 2014).
    • (2012)
    • Anon1
  • 5
    • 84886442726 scopus 로고    scopus 로고
    • Mapping tropical forest carbon: calibrating plot estimates to a simple LiDAR metric
    • Asner, G.P., Mascaro, J., Mapping tropical forest carbon: calibrating plot estimates to a simple LiDAR metric. Remote Sens. Environ. 140 (2014), 614–624.
    • (2014) Remote Sens. Environ. , vol.140 , pp. 614-624
    • Asner, G.P.1    Mascaro, J.2
  • 9
    • 85044575962 scopus 로고    scopus 로고
    • DEM generation from laser scanner data using adaptive TIN models
    • Axelsson, P., DEM generation from laser scanner data using adaptive TIN models. Int. Arch. Photogramm. Remote Sens. 33 (2000), 110–117.
    • (2000) Int. Arch. Photogramm. Remote Sens. , vol.33 , pp. 110-117
    • Axelsson, P.1
  • 10
    • 84874724621 scopus 로고    scopus 로고
    • Detection of biomass change in a Norwegian mountain forest area using small footprint airborne laser scanner data
    • Bollandsås, O.M., Gregoire, T.G., Næsset, E., Øyen, B.-H., Detection of biomass change in a Norwegian mountain forest area using small footprint airborne laser scanner data. JISS 22 (2013), 113–129.
    • (2013) JISS , vol.22 , pp. 113-129
    • Bollandsås, O.M.1    Gregoire, T.G.2    Næsset, E.3    Øyen, B.-H.4
  • 11
    • 80052609457 scopus 로고    scopus 로고
    • Estimation of tropical rain forest aboveground biomass with small-footprint lidar and hyperspectral sensors
    • Clark, M.L., Roberts, D.A., Ewel, J.J., Clark, D.B., Estimation of tropical rain forest aboveground biomass with small-footprint lidar and hyperspectral sensors. Remote Sens. Environ. 115 (2011), 2931–2942.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 2931-2942
    • Clark, M.L.1    Roberts, D.A.2    Ewel, J.J.3    Clark, D.B.4
  • 12
    • 0003396332 scopus 로고
    • Sampling Techniques
    • third ed. Wiley New York (428 pp.)
    • Cochran, W.G., Sampling Techniques. third ed., 1977, Wiley, New York (428 pp.).
    • (1977)
    • Cochran, W.G.1
  • 14
    • 84875236734 scopus 로고    scopus 로고
    • A simulation approach for accuracy assessment of two-phase post-stratified estimation in large-area LiDAR biomass surveys
    • Ene, L., Næsset, E., Gobakken, T., Gregoire, T.G., Ståhl, G., Holm, S., A simulation approach for accuracy assessment of two-phase post-stratified estimation in large-area LiDAR biomass surveys. Remote Sens. Environ. 133 (2013), 210–224.
    • (2013) Remote Sens. Environ. , vol.133 , pp. 210-224
    • Ene, L.1    Næsset, E.2    Gobakken, T.3    Gregoire, T.G.4    Ståhl, G.5    Holm, S.6
  • 15
    • 84958576575 scopus 로고    scopus 로고
    • Simulation-based assessment of sampling strategies for large-area biomass estimation using wall-to-wall and partial coverage airborne laser scanning surveys
    • Ene, L.T., Næsset, E., Gobakken, T., Simulation-based assessment of sampling strategies for large-area biomass estimation using wall-to-wall and partial coverage airborne laser scanning surveys. Remote Sens. Environ. 176 (2016), 328–340.
    • (2016) Remote Sens. Environ. , vol.176 , pp. 328-340
    • Ene, L.T.1    Næsset, E.2    Gobakken, T.3
  • 16
    • 84855319375 scopus 로고    scopus 로고
    • Global Forest Resources Assessment 2010: Main Report
    • Food and Agriculture Organization of the United Nations Rome (, last accessed 12 August 2015)
    • FAO, Global Forest Resources Assessment 2010: Main Report. 2010, Food and Agriculture Organization of the United Nations, Rome (http://www.fao.org/docrep/013/i1757e/i1757e.pdf, last accessed 12 August 2015).
    • (2010)
    • FAO1
  • 17
    • 0002447506 scopus 로고    scopus 로고
    • The ecology of miombo woodlands
    • B.M. Campbell Centre for International Forestry Research Bogor, Indonesia
    • Frost, P., The ecology of miombo woodlands. Campbell, B.M., (eds.) The Miombo in Transition: Woodlands and Welfare in Africa, 1996, Centre for International Forestry Research, Bogor, Indonesia, 11–57.
    • (1996) The Miombo in Transition: Woodlands and Welfare in Africa , pp. 11-57
    • Frost, P.1
  • 19
    • 84155161195 scopus 로고    scopus 로고
    • A Sourcebook of Methods and Procedures for Monitoring and Reporting Anthropogenic Greenhouse Gas Emissions and Removals Associated with Deforestation, Gains and Losses of Carbon Stocks in Forests Remaining Forests, and Forestation
    • Wageningen University The Netherlands
    • GOFC-GOLD, A Sourcebook of Methods and Procedures for Monitoring and Reporting Anthropogenic Greenhouse Gas Emissions and Removals Associated with Deforestation, Gains and Losses of Carbon Stocks in Forests Remaining Forests, and Forestation. GOFC-GOLD Report Version COP19–2, GOFC-GOLD Land Cover Project Office, 2014, Wageningen University, The Netherlands.
    • (2014) GOFC-GOLD Report Version COP19–2, GOFC-GOLD Land Cover Project Office
    • GOFC-GOLD1
  • 20
    • 77951111081 scopus 로고    scopus 로고
    • Forest carbon densities and uncertainties from Lidar, QuickBird, and field measurements in California
    • Gonzalez, P., Asner, G.P., Battles, J.J., Lefsky, M.A., Waring, K.M., Palace, M., Forest carbon densities and uncertainties from Lidar, QuickBird, and field measurements in California. Remote Sens. Environ. 114 (2010), 1561–1575.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1561-1575
    • Gonzalez, P.1    Asner, G.P.2    Battles, J.J.3    Lefsky, M.A.4    Waring, K.M.5    Palace, M.6
  • 21
    • 0032194277 scopus 로고    scopus 로고
    • Design-based and model-based inference in survey sampling: appreciating the difference
    • Gregoire, T.G., Design-based and model-based inference in survey sampling: appreciating the difference. Can. J. For. Res. 28 (1998), 1429–1447.
    • (1998) Can. J. For. Res. , vol.28 , pp. 1429-1447
    • Gregoire, T.G.1
  • 22
    • 85057223618 scopus 로고    scopus 로고
    • Sampling Strategies for Natural Resources and the Environment
    • Chapmann and Hall/CRC (494 pp.)
    • Gregoire, T.G., Valentine, H.T., Sampling Strategies for Natural Resources and the Environment. 2008, Chapmann and Hall/CRC (494 pp.).
    • (2008)
    • Gregoire, T.G.1    Valentine, H.T.2
  • 23
    • 78951484187 scopus 로고    scopus 로고
    • Model-assisted estimation of biomass in a lidar sample survey in Hedmark County, Norway
    • Gregoire, T.G., Ståhl, G., Næsset, E., Gobakken, T., Nelson, R., Holm, S., Model-assisted estimation of biomass in a lidar sample survey in Hedmark County, Norway. Can. J. For. Res. 41 (2011), 83–95.
    • (2011) Can. J. For. Res. , vol.41 , pp. 83-95
    • Gregoire, T.G.1    Ståhl, G.2    Næsset, E.3    Gobakken, T.4    Nelson, R.5    Holm, S.6
  • 24
    • 84979971882 scopus 로고    scopus 로고
    • Modeling aboveground biomass in dense tropical submontane rainforest using airborne laser scanner data
    • Hansen, E.H., Gobakken, T., Bollandsås, O.M., Zahabu, E., Næsset, E., Modeling aboveground biomass in dense tropical submontane rainforest using airborne laser scanner data. Remote Sens. 7 (2015), 788–807.
    • (2015) Remote Sens. , vol.7 , pp. 788-807
    • Hansen, E.H.1    Gobakken, T.2    Bollandsås, O.M.3    Zahabu, E.4    Næsset, E.5
  • 25
    • 84937883655 scopus 로고    scopus 로고
    • Effects of pulse density on digital terrain models and canopy metrics using airborne laser scanning in a tropical forest
    • Hansen, E.H., Gobakken, T., Næsset, E., Effects of pulse density on digital terrain models and canopy metrics using airborne laser scanning in a tropical forest. Remote Sens. 7 (2015), 8453–8468.
    • (2015) Remote Sens. , vol.7 , pp. 8453-8468
    • Hansen, E.H.1    Gobakken, T.2    Næsset, E.3
  • 26
    • 80053351097 scopus 로고    scopus 로고
    • Use of ALS, airborne CIR and ALOS AVNIR-2 data for estimating tropical forest attributes in Lao PDR
    • Hou, Z., Xu, Q., Tokola, T., Use of ALS, airborne CIR and ALOS AVNIR-2 data for estimating tropical forest attributes in Lao PDR. ISPRS J. Photogramm. Remote Sens. 66 (2011), 776–786.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , pp. 776-786
    • Hou, Z.1    Xu, Q.2    Tokola, T.3
  • 27
    • 80455131266 scopus 로고    scopus 로고
    • Implications of sampling design and sample size for national carbon accounting systems
    • Köhl, M., Andrew Lister, A., Scott, C.T., Thomas Baldauf, T., Plugge, D., Implications of sampling design and sample size for national carbon accounting systems. Carbon Balance Manag., 6, 2011, 10, 10.1186/1750-0680-6-10.
    • (2011) Carbon Balance Manag. , vol.6 , pp. 10
    • Köhl, M.1    Andrew Lister, A.2    Scott, C.T.3    Thomas Baldauf, T.4    Plugge, D.5
  • 28
    • 0004202334 scopus 로고    scopus 로고
    • Sampling: Design and Analysis
    • Duxbury press Pacific Grove, Calif. (494 pp.)
    • Lohr, S.L., Sampling: Design and Analysis. 1999, Duxbury press, Pacific Grove, Calif. (494 pp.).
    • (1999)
    • Lohr, S.L.1
  • 29
    • 85006850221 scopus 로고    scopus 로고
    • D.A. (2005). Liwale district Forest Inventory report. Unpublished report. Ministry of Natural Resources and Tourism, Dar es Salaam,Tanzania, (37 pp.)
    • Malimbwi, R.E., Shemwetta, D.T.K., Zahabu, E., Kingazi, S.P., Katani, J.Z., & Silayo, D.A. (2005). Liwale district Forest Inventory report. Unpublished report. Ministry of Natural Resources and Tourism, Dar es Salaam,Tanzania, (37 pp.).
    • Silayo
    • Malimbwi, R.E.1    Shemwetta, D.T.K.2    Zahabu, E.3    Kingazi, S.P.4    Katani, J.Z.5
  • 30
    • 64749096048 scopus 로고    scopus 로고
    • Sampling Techniques for Forest Inventories
    • Chapman and Hall/CRC (256 pp.)
    • Mandallaz, D., Sampling Techniques for Forest Inventories. 2008, Chapman and Hall/CRC (256 pp.).
    • (2008)
    • Mandallaz, D.1
  • 31
    • 81355147450 scopus 로고    scopus 로고
    • Evaluating uncertainty in mapping forest carbon with airborne LiDAR
    • Mascaro, J., Detto, M., Asner, G.P., Muller-Landau, H.C., Evaluating uncertainty in mapping forest carbon with airborne LiDAR. Remote Sens. Environ. 115 (2011), 3770–3774.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 3770-3774
    • Mascaro, J.1    Detto, M.2    Asner, G.P.3    Muller-Landau, H.C.4
  • 33
    • 84949807905 scopus 로고    scopus 로고
    • Modelling aboveground forest biomass using airborne laser scanner data in the miombo woodlands of Tanzania
    • (2015a)
    • Mauya, E.W., Ene, L.T., Bollandsås, O.M., Gobakken, T., Næsset, E., Malimbwi, R.E., Zahabu, E., Modelling aboveground forest biomass using airborne laser scanner data in the miombo woodlands of Tanzania. Carbon Balance Manag., 10, 2015, 28, 10.1186/s13021-015-0037-2 (2015a).
    • (2015) Carbon Balance Manag. , vol.10 , pp. 28
    • Mauya, E.W.1    Ene, L.T.2    Bollandsås, O.M.3    Gobakken, T.4    Næsset, E.5    Malimbwi, R.E.6    Zahabu, E.7
  • 34
    • 84928886552 scopus 로고    scopus 로고
    • Effects of field plot size on the prediction accuracy of aboveground biomass in airborne laser scanning-assisted inventories in tropical rain forests of Tanzania
    • Mauya, E.W., Hansen, E.H., Gobakken, T., Bollandsås, O.M., Malimbwi, R.E., Næsset, E., Effects of field plot size on the prediction accuracy of aboveground biomass in airborne laser scanning-assisted inventories in tropical rain forests of Tanzania. Carbon Balance Manag., 10, 2015, 10, 10.1186/s13021–015-0021-x.
    • (2015) Carbon Balance Manag. , vol.10 , pp. 10
    • Mauya, E.W.1    Hansen, E.H.2    Gobakken, T.3    Bollandsås, O.M.4    Malimbwi, R.E.5    Næsset, E.6
  • 35
    • 84892495228 scopus 로고    scopus 로고
    • Effects of uncertainty in model predictions of individual tree volume on large area volume estimates
    • McRoberts, R.E., Westfall, J.A., Effects of uncertainty in model predictions of individual tree volume on large area volume estimates. For. Sci. 60 (2014), 34–42.
    • (2014) For. Sci. , vol.60 , pp. 34-42
    • McRoberts, R.E.1    Westfall, J.A.2
  • 38
    • 84924995686 scopus 로고    scopus 로고
    • Indirect and direct estimation of forest biomass change using forest inventory and airborne laser scanning data
    • McRoberts, R.E., Næsset, E., Gobakken, T., Bollandsås, O.M., Indirect and direct estimation of forest biomass change using forest inventory and airborne laser scanning data. Remote Sens. Environ. 164 (2015), 36–42.
    • (2015) Remote Sens. Environ. , vol.164 , pp. 36-42
    • McRoberts, R.E.1    Næsset, E.2    Gobakken, T.3    Bollandsås, O.M.4
  • 42
    • 84949830696 scopus 로고    scopus 로고
    • National Forest Resources Monitoring and Assessment of Tanzania Mainland (NAFORMA)
    • (, last accessed March 1, 2016)
    • MNRT, National Forest Resources Monitoring and Assessment of Tanzania Mainland (NAFORMA). Main Results, 2015 (http://www.fao.org/forestry/43612-09cf2f02c20b55c1c00569e679197dcde.pdf, last accessed March 1, 2016).
    • (2015) Main Results
    • MNRT1
  • 44
    • 0031202594 scopus 로고    scopus 로고
    • Estimating timber volume of forest stands using airborne laser scanner data
    • Næsset, E., Estimating timber volume of forest stands using airborne laser scanner data. Remote Sens. Environ. 61 (1997), 246–253.
    • (1997) Remote Sens. Environ. , vol.61 , pp. 246-253
    • Næsset, E.1
  • 45
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Næsset, E., Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sens. Environ. 80 (2002), 88–99.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 88-99
    • Næsset, E.1
  • 46
    • 56949107840 scopus 로고    scopus 로고
    • Effects of different sensors, flying altitudes, and pulse repetition frequencies on forest canopy metrics and biophysical stand properties derived from small-footprint airborne laser data
    • Næsset, E., Effects of different sensors, flying altitudes, and pulse repetition frequencies on forest canopy metrics and biophysical stand properties derived from small-footprint airborne laser data. Remote Sens. Environ. 113 (2009), 148–159.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 148-159
    • Næsset, E.1
  • 47
    • 84909634662 scopus 로고    scopus 로고
    • Area-based inventory in Norway—from innovation to an operational reality
    • M. Maltamo E. Næsset J. Vauhkonen Springer (Chap. 11)
    • Næsset, E., Area-based inventory in Norway—from innovation to an operational reality. Maltamo, M., Næsset, E., Vauhkonen, J., (eds.) Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies, 2014, Springer, 215–240 (Chap. 11).
    • (2014) Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies , pp. 215-240
    • Næsset, E.1
  • 49
    • 84871777463 scopus 로고    scopus 로고
    • Comparison of precision of biomass estimates in regional field sample surveys and airborne LiDAR-assisted surveys in Hedmark County, Norway
    • Næsset, E., Gobakken, T., Bollandsås, O.M., Gregoire, T.G., Nelson, R., Ståhl, G., Comparison of precision of biomass estimates in regional field sample surveys and airborne LiDAR-assisted surveys in Hedmark County, Norway. Remote Sens. Environ. 130 (2013), 108–120.
    • (2013) Remote Sens. Environ. , vol.130 , pp. 108-120
    • Næsset, E.1    Gobakken, T.2    Bollandsås, O.M.3    Gregoire, T.G.4    Nelson, R.5    Ståhl, G.6
  • 50
    • 84868647283 scopus 로고    scopus 로고
    • Model-assisted estimation of change in forest biomass over an 11 year period in a sample survey supported by airborne LiDAR: a case study with post-stratification to provide “activity data”
    • Næsset, E., Bollandsås, O.M., Gobakken, T., Gregoire, T.G., Ståhl, G., Model-assisted estimation of change in forest biomass over an 11 year period in a sample survey supported by airborne LiDAR: a case study with post-stratification to provide “activity data”. Remote Sens. Environ. 128 (2013), 299–314.
    • (2013) Remote Sens. Environ. , vol.128 , pp. 299-314
    • Næsset, E.1    Bollandsås, O.M.2    Gobakken, T.3    Gregoire, T.G.4    Ståhl, G.5
  • 51
    • 84960350657 scopus 로고    scopus 로고
    • Mapping and estimating forest area and aboveground biomass in miombo woodlands in Tanzania using data fromairborne laser scanning, TanDEM-X, RapidEye, and global forest maps: a comparison of estimated precision
    • Næsset, E., Ørka, H.O., Solberg, S., Bollandsås, O.M., Hansen, E.H., Mauya, E., Zahabu, E., Malimbwi, R., Chamuya, N., Olsson, H., Gobakken, T., Mapping and estimating forest area and aboveground biomass in miombo woodlands in Tanzania using data fromairborne laser scanning, TanDEM-X, RapidEye, and global forest maps: a comparison of estimated precision. Remote Sens. Environ. 175 (2016), 282–300.
    • (2016) Remote Sens. Environ. , vol.175 , pp. 282-300
    • Næsset, E.1    Ørka, H.O.2    Solberg, S.3    Bollandsås, O.M.4    Hansen, E.H.5    Mauya, E.6    Zahabu, E.7    Malimbwi, R.8    Chamuya, N.9    Olsson, H.10    Gobakken, T.11
  • 53
    • 34250179532 scopus 로고    scopus 로고
    • Stratified light detection and ranging double-sample forest inventory
    • Parker, R.C., Evans, D.L., Stratified light detection and ranging double-sample forest inventory. South. J. Appl. For. 31 (2007), 66–72.
    • (2007) South. J. Appl. For. , vol.31 , pp. 66-72
    • Parker, R.C.1    Evans, D.L.2
  • 54
    • 84871336419 scopus 로고    scopus 로고
    • Reduced emissions from deforestation and forest degradation (REDD): why a robust and transparent monitoring, reporting and verification (MRV) system is mandatory
    • J. Blanco InTech Rijeka, Croatia
    • Plugge, D., Baldauf, T., Köhl, M., Reduced emissions from deforestation and forest degradation (REDD): why a robust and transparent monitoring, reporting and verification (MRV) system is mandatory. Blanco, J., (eds.) Climate Change—Research and Technology for Adaptation and Mitigation, 2011, InTech, Rijeka, Croatia, 155–170.
    • (2011) Climate Change—Research and Technology for Adaptation and Mitigation , pp. 155-170
    • Plugge, D.1    Baldauf, T.2    Köhl, M.3
  • 56
    • 84921315701 scopus 로고    scopus 로고
    • Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information
    • Saarela, S., Grafström, A., Ståhl, G., Kangas, A., Holopainen, M., Tuominen, S., Nordkvist, K., Hyyppä, J., Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information. Remote Sens. Environ. 158 (2015), 431–440.
    • (2015) Remote Sens. Environ. , vol.158 , pp. 431-440
    • Saarela, S.1    Grafström, A.2    Ståhl, G.3    Kangas, A.4    Holopainen, M.5    Tuominen, S.6    Nordkvist, K.7    Hyyppä, J.8
  • 57
    • 0004018193 scopus 로고
    • Model Assisted Survey Sampling
    • Springer-Verlag New York (694 pp.)
    • Särndal, C.-E., Swensson, B., Wretman, J., Model Assisted Survey Sampling. 1992, Springer-Verlag, New York (694 pp.).
    • (1992)
    • Särndal, C.-E.1    Swensson, B.2    Wretman, J.3
  • 58
    • 84872636119 scopus 로고
    • An approximate distribution of estimates of variance components
    • Satterthwaite, F.E., An approximate distribution of estimates of variance components. Biom. Bull. 2 (1946), 110–114.
    • (1946) Biom. Bull. , vol.2 , pp. 110-114
    • Satterthwaite, F.E.1
  • 59
    • 0000631147 scopus 로고
    • A ratio estimator for bias correction in logarithmic regressions
    • Snowdon, P., A ratio estimator for bias correction in logarithmic regressions. Can. J. For. Res. 21 (1991), 720–724.
    • (1991) Can. J. For. Res. , vol.21 , pp. 720-724
    • Snowdon, P.1
  • 60
    • 78951479247 scopus 로고    scopus 로고
    • Model-based inference for biomass estimation in a LiDAR sample survey in Hedmark county, Norway
    • Ståhl, G., Holm, S., Gregoire, T.G., Gobakken, T., Næsset, E., Nelson, R., Model-based inference for biomass estimation in a LiDAR sample survey in Hedmark county, Norway. Can. J. For. Res. 41 (2011), 96–107.
    • (2011) Can. J. For. Res. , vol.41 , pp. 96-107
    • Ståhl, G.1    Holm, S.2    Gregoire, T.G.3    Gobakken, T.4    Næsset, E.5    Nelson, R.6
  • 63
    • 84865227011 scopus 로고    scopus 로고
    • Sampling (3rd Edition)
    • Wiley New Jersey (472 pp.)
    • Thompson, S.K., Sampling (3rd Edition). 2012, Wiley, New Jersey (472 pp.).
    • (2012)
    • Thompson, S.K.1
  • 67
    • 84983537654 scopus 로고    scopus 로고
    • Report of the Conference of the Parties on its Fifteenth Session, Held in Copenhagen from 7 to 19 December 2009. Addendum. Part two: Action Taken by the Conference of the Parties at its Fifteenth Session
    • United Nations Office Geneva, Switzerland (2010a; 43 pp.)
    • UNFCCC, Report of the Conference of the Parties on its Fifteenth Session, Held in Copenhagen from 7 to 19 December 2009. Addendum. Part two: Action Taken by the Conference of the Parties at its Fifteenth Session. 2010, United Nations Office, Geneva, Switzerland (2010a; 43 pp.).
    • (2010)
    • UNFCCC1
  • 68
    • 85006946343 scopus 로고    scopus 로고
    • Sixteenth session of the Conference of the Parties (COP 16), 29 November–10 December 2010, Cancun, Mexico
    • (last accessed 01.07.2016)
    • UNFCCC, Sixteenth session of the Conference of the Parties (COP 16), 29 November–10 December 2010, Cancun, Mexico. http://unfccc.int/meetings/cancun_nov_2010/session/6254/php/view/decisions.php, 2010 (last accessed 01.07.2016).
    • (2010)
    • UNFCCC1
  • 69
    • 85006883020 scopus 로고    scopus 로고
    • Report of the Conference of the Parties on its Sixteenth Session, Held in Cancun from 29 November to 10 December 2010. Addendum. Part two: Action Taken by the Conference of the Parties at its Sixteenth Session
    • United Nations Office Geneva, Switzerland (2011; 31 pp.)
    • UNFCCC, Report of the Conference of the Parties on its Sixteenth Session, Held in Cancun from 29 November to 10 December 2010. Addendum. Part two: Action Taken by the Conference of the Parties at its Sixteenth Session. 2011, United Nations Office, Geneva, Switzerland (2011; 31 pp.).
    • (2011)
    • UNFCCC1
  • 71
    • 84989300587 scopus 로고    scopus 로고
    • National forestry resources monitoring and assessment of Tanzania (NAFORMA)
    • Ministry of Natural Resources and Tourism, Forestry and Beekeeping Division Tanzania (, last accessed January 2015)
    • Vesa, L., Malimbwi, R.E., Tomppo, E., Zahabu, E., Maliondo, S., Chamuya, N., Nssoko, E., Otieno, J., Miceli, G., Kaaya, A.K., Dalsgaard, S., National forestry resources monitoring and assessment of Tanzania (NAFORMA). Biophysical Survey. Field Manual, 2011, Ministry of Natural Resources and Tourism, Forestry and Beekeeping Division, Tanzania (http://www.fao.org/forestry/23484-05b4a32815ecc769685b21b03be44ea77.pdf, last accessed January 2015).
    • (2011) Biophysical Survey. Field Manual
    • Vesa, L.1    Malimbwi, R.E.2    Tomppo, E.3    Zahabu, E.4    Maliondo, S.5    Chamuya, N.6    Nssoko, E.7    Otieno, J.8    Miceli, G.9    Kaaya, A.K.10    Dalsgaard, S.11
  • 74
    • 0004093765 scopus 로고    scopus 로고
    • Introduction to Variance Estimation
    • second ed. Springer New York (450 pp.)
    • Wolter, K.M., Introduction to Variance Estimation. second ed., 2007, Springer, New York (450 pp.).
    • (2007)
    • Wolter, K.M.1
  • 75
    • 84868663200 scopus 로고    scopus 로고
    • A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing
    • Zolkos, S.G., Goetz, S.J., Dubayah, R., A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing. Remote Sens. Environ. 128 (2013), 289–298.
    • (2013) Remote Sens. Environ. , vol.128 , pp. 289-298
    • Zolkos, S.G.1    Goetz, S.J.2    Dubayah, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.