메뉴 건너뛰기




Volumn 174, Issue , 2016, Pages 1-9

Comparing echo-based and canopy height model-based metrics for enhancing estimation of forest aboveground biomass in a model-assisted framework

Author keywords

Airborne laser scanning metrics; Forest biomass; K Nearest Neighbors; Model assisted estimator; Tessellation stratified sampling

Indexed keywords

BIOMASS; FORECASTING; FORESTRY; LASER APPLICATIONS; MOTION COMPENSATION; NEAREST NEIGHBOR SEARCH; POPULATION STATISTICS; SURFACE ANALYSIS;

EID: 84949495982     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.11.010     Document Type: Article
Times cited : (47)

References (53)
  • 2
    • 58249132746 scopus 로고    scopus 로고
    • Design-based approach to k-Nearest Neighbours technique for coupling field and remotely sensed data in forest surveys
    • Baffetta F., Fattorini L., Franceschi S., Corona P. Design-based approach to k-Nearest Neighbours technique for coupling field and remotely sensed data in forest surveys. Remote Sensing of Environment 2009, 113(3):463-475.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.3 , pp. 463-475
    • Baffetta, F.1    Fattorini, L.2    Franceschi, S.3    Corona, P.4
  • 3
    • 70449391419 scopus 로고    scopus 로고
    • Area-based assessment of forest standing volume by field measurements and airborne laser scanner data
    • Barbati A., Chirici G., Corona P., Montaghi A., Travaglini D. Area-based assessment of forest standing volume by field measurements and airborne laser scanner data. International Journal of Remote Sensing 2009, 30(19):5177-5194.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.19 , pp. 5177-5194
    • Barbati, A.1    Chirici, G.2    Corona, P.3    Montaghi, A.4    Travaglini, D.5
  • 7
    • 41249102587 scopus 로고    scopus 로고
    • Non-parametric and parametric methods using satellite images for estimating growing stock volume in alpine and Mediterranean forest ecosystems
    • Chirici G., Barbati A., Corona P., Marchetti M., Travaglini D., Maselli F., Bertini R. Non-parametric and parametric methods using satellite images for estimating growing stock volume in alpine and Mediterranean forest ecosystems. Remote Sensing of Environment 2008, 112(5):2686-2700.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.5 , pp. 2686-2700
    • Chirici, G.1    Barbati, A.2    Corona, P.3    Marchetti, M.4    Travaglini, D.5    Maselli, F.6    Bertini, R.7
  • 9
    • 84949491647 scopus 로고    scopus 로고
    • A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data
    • (in press)
    • Chirici G., Mura M., McInerney D., Py N., Tomppo E., Waser L.T., McRoberts R.E. A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data. Remote Sensing of Environment 2015, (in press).
    • (2015) Remote Sensing of Environment
    • Chirici, G.1    Mura, M.2    McInerney, D.3    Py, N.4    Tomppo, E.5    Waser, L.T.6    McRoberts, R.E.7
  • 10
    • 55549124544 scopus 로고    scopus 로고
    • Area-based LiDAR-assisted estimation of forest standing volume
    • Corona P., Fattorini L. Area-based LiDAR-assisted estimation of forest standing volume. Canadian Journal of Forest Research 2008, 38(11):2911-2916.
    • (2008) Canadian Journal of Forest Research , vol.38 , Issue.11 , pp. 2911-2916
    • Corona, P.1    Fattorini, L.2
  • 12
    • 63749115546 scopus 로고    scopus 로고
    • Estimating the volume of forest growing stock using auxiliary information derived from relascope or ocular assessments
    • Corona P., Fattorini L., Franceschi S. Estimating the volume of forest growing stock using auxiliary information derived from relascope or ocular assessments. Forest Ecology and Management 2009, 257(10):2108-2114.
    • (2009) Forest Ecology and Management , vol.257 , Issue.10 , pp. 2108-2114
    • Corona, P.1    Fattorini, L.2    Franceschi, S.3
  • 16
    • 77954238275 scopus 로고    scopus 로고
    • Discrete return Lidar in natural resources: Recommendations for project planning, data processing, and deliverables
    • Evans J.S., Hudak A.T., Faux R., Smith A.M.S. Discrete return Lidar in natural resources: Recommendations for project planning, data processing, and deliverables. Remote Sensing 2009, 1(4):776-794.
    • (2009) Remote Sensing , vol.1 , Issue.4 , pp. 776-794
    • Evans, J.S.1    Hudak, A.T.2    Faux, R.3    Smith, A.M.S.4
  • 17
    • 84921269711 scopus 로고    scopus 로고
    • Design-based methodological advances to support national forest inventories: A review of recent proposals
    • Fattorini L. Design-based methodological advances to support national forest inventories: A review of recent proposals. iForest 2015, 8:6-11.
    • (2015) iForest , vol.8 , pp. 6-11
    • Fattorini, L.1
  • 18
    • 77952557553 scopus 로고    scopus 로고
    • An approach to estimate carbon stocks change in forest carbon pools under the UNFCCC: The Italian case
    • Federici S., Vitullo M., Tulipano S., De Lauretis R., Seufert G. An approach to estimate carbon stocks change in forest carbon pools under the UNFCCC: The Italian case. iForest 2008, 1:86-95.
    • (2008) iForest , vol.1 , pp. 86-95
    • Federici, S.1    Vitullo, M.2    Tulipano, S.3    De Lauretis, R.4    Seufert, G.5
  • 19
    • 84857747283 scopus 로고    scopus 로고
    • Stima su base LiDAR delle provvigioni legnose forestali: uno studio per la foresta di paneveggio
    • Floris A., Clementel F., Farruggia C., Scrinzi G. Stima su base LiDAR delle provvigioni legnose forestali: uno studio per la foresta di paneveggio. Rivista Italiana di Telerilevamento 2010, 42(3):15-32.
    • (2010) Rivista Italiana di Telerilevamento , vol.42 , Issue.3 , pp. 15-32
    • Floris, A.1    Clementel, F.2    Farruggia, C.3    Scrinzi, G.4
  • 21
    • 77951099745 scopus 로고    scopus 로고
    • LiDAR mapping of canopy gaps in continuous cover forests: A comparison of canopy height model and point cloud based techniques
    • Gaulton R., Malthus T.J. LiDAR mapping of canopy gaps in continuous cover forests: A comparison of canopy height model and point cloud based techniques. International Journal of Remote Sensing 2010, 31(5):1193-1211.
    • (2010) International Journal of Remote Sensing , vol.31 , Issue.5 , pp. 1193-1211
    • Gaulton, R.1    Malthus, T.J.2
  • 28
    • 0032144628 scopus 로고    scopus 로고
    • Determination of terrain models in wooded areas with airborne laser scanner data
    • Kraus K., Pfeifer N. Determination of terrain models in wooded areas with airborne laser scanner data. ISPRS Journal of Photogrammetry and Remote Sensing 1998, 53(4):193-203.
    • (1998) ISPRS Journal of Photogrammetry and Remote Sensing , vol.53 , Issue.4 , pp. 193-203
    • Kraus, K.1    Pfeifer, N.2
  • 30
    • 1542396695 scopus 로고    scopus 로고
    • Lidar remote sensing of biophysical properties of tolerant northern hardwood forests
    • Lim K., Treitz P., Baldwin K., Morrison I., Green J. Lidar remote sensing of biophysical properties of tolerant northern hardwood forests. Canadian Journal of Remote Sensing 2003, 29(5):658-678.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , Issue.5 , pp. 658-678
    • Lim, K.1    Treitz, P.2    Baldwin, K.3    Morrison, I.4    Green, J.5
  • 32
    • 0031787612 scopus 로고    scopus 로고
    • Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators
    • Magnussen S., Boudewyn P. Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators. Canadian Journal of Forest Research 1998, 28(7):1016-1031.
    • (1998) Canadian Journal of Forest Research , vol.28 , Issue.7 , pp. 1016-1031
    • Magnussen, S.1    Boudewyn, P.2
  • 34
    • 84868532449 scopus 로고    scopus 로고
    • Inference for Lidar-assisted estimation of forest growing stock volume
    • McRoberts R.E., Næsset E., Gobakken T. Inference for Lidar-assisted estimation of forest growing stock volume. Remote Sensing of Environment 2013, 128:268-275.
    • (2013) Remote Sensing of Environment , vol.128 , pp. 268-275
    • McRoberts, R.E.1    Næsset, E.2    Gobakken, T.3
  • 35
    • 84937395299 scopus 로고    scopus 로고
    • Optimizing the k-Nearest Neighbors technique for estimation of forest aboveground biomass using airborne laser scanning data
    • McRoberts R.E., Næsset E., Gobakken T. Optimizing the k-Nearest Neighbors technique for estimation of forest aboveground biomass using airborne laser scanning data. Remote Sensing of Environment 2015, 163:13-22.
    • (2015) Remote Sensing of Environment , vol.163 , pp. 13-22
    • McRoberts, R.E.1    Næsset, E.2    Gobakken, T.3
  • 37
    • 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 Sensing of Environment 2002, 80(1):88-99.
    • (2002) Remote Sensing of Environment , vol.80 , Issue.1 , pp. 88-99
    • Næsset, E.1
  • 38
    • 2542600770 scopus 로고    scopus 로고
    • Effects of different flying altitudes on biophysical stand properties estimated from canopy height and density measured with a small-footprint airborne scanning laser
    • Næsset E. Effects of different flying altitudes on biophysical stand properties estimated from canopy height and density measured with a small-footprint airborne scanning laser. Remote Sensing of Environment 2004, 91:243-255.
    • (2004) Remote Sensing of Environment , vol.91 , pp. 243-255
    • Næsset, E.1
  • 39
    • 2342590151 scopus 로고    scopus 로고
    • Practical large-scale forest stand inventory using a small-footprint airborne scanning laser
    • Næsset E. Practical large-scale forest stand inventory using a small-footprint airborne scanning laser. Scandinavian Journal of Forest Research 2004, 19:164-179.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 164-179
    • Næsset, E.1
  • 40
    • 21444438315 scopus 로고    scopus 로고
    • Estimating forest growth using canopy metrics derived from airborne laser scanner data
    • Næsset E., Gobakken T. Estimating forest growth using canopy metrics derived from airborne laser scanner data. Remote Sensing of Environment 2005, 96:453-465.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 453-465
    • Næsset, E.1    Gobakken, T.2
  • 41
    • 43949145887 scopus 로고    scopus 로고
    • Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser
    • Næsset E., Gobakken T. Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser. Remote Sensing of Environment 2008, 112(6):3079-3090.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.6 , pp. 3079-3090
    • Næsset, E.1    Gobakken, T.2
  • 42
    • 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 Sensing of Environment 2013, 130:108-120.
    • (2013) Remote Sensing of Environment , 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
  • 43
    • 1242277803 scopus 로고    scopus 로고
    • The canopy surface and stand development: Assessing forest canopy structure and complexity with near-surface altimetry
    • Parker G.G., Russ M.E. The canopy surface and stand development: Assessing forest canopy structure and complexity with near-surface altimetry. Forest. Ecology and. Management 2004, 189:307-315.
    • (2004) Forest. Ecology and. Management , vol.189 , pp. 307-315
    • Parker, G.G.1    Russ, M.E.2
  • 44
    • 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., Hyyppä J. Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information. Remote Sensing of Environment 2015, 158:431-440.
    • (2015) Remote Sensing of Environment , vol.158 , pp. 431-440
    • Saarela, S.1    Grafström, A.2    Ståhl, G.3    Kangas, A.4    Holopainen, M.5    Tuominen, S.6    Hyyppä, J.7
  • 46
    • 58149302672 scopus 로고    scopus 로고
    • A comparison of Lidar, radar, and field measurements of canopy height in pine and hardwood forests of southeastern North America
    • Sexton J.O., Bax T., Siqueira P., Swenson J.J., Hensley S. A comparison of Lidar, radar, and field measurements of canopy height in pine and hardwood forests of southeastern North America. Forest Ecology and Management 2009, 257:1136-1147.
    • (2009) Forest Ecology and Management , vol.257 , pp. 1136-1147
    • Sexton, J.O.1    Bax, T.2    Siqueira, P.3    Swenson, J.J.4    Hensley, S.5
  • 47
    • 85031885246 scopus 로고    scopus 로고
    • Available at, (Last accessed: March 015)
    • SLU Forest Map Available at, (Last accessed: March 015). http://www.slu.se/en/collaborative-centres-and-projects/swedish-national-forest-inventory/services-and-products/interactive-services/knn-sweden/.
  • 48
    • 0001817886 scopus 로고
    • Designing a satellite image-aided national forest survey in Finland. In proceedings: The usability of remote sensing for forest inventory and planning. Swedish University of Agricultural Sciences, remote sensing laboratory
    • Tomppo E. Designing a satellite image-aided national forest survey in Finland. In proceedings: The usability of remote sensing for forest inventory and planning. Swedish University of Agricultural Sciences, remote sensing laboratory. Report 1990, 4:43-47.
    • (1990) Report , vol.4 , pp. 43-47
    • Tomppo, E.1
  • 49
  • 50
    • 44149121740 scopus 로고    scopus 로고
    • Establishing forest inventory reference definitions for forest and growing stock: A study towards common reporting
    • Vidal C., Lanz A., Tomppo E., Schadauer K., Gschwantner T., Dicosmo L., Robert N. Establishing forest inventory reference definitions for forest and growing stock: A study towards common reporting. Silva Fennica 2008, 42:247-266.
    • (2008) Silva Fennica , vol.42 , pp. 247-266
    • Vidal, C.1    Lanz, A.2    Tomppo, E.3    Schadauer, K.4    Gschwantner, T.5    Dicosmo, L.6    Robert, N.7
  • 51
    • 84949492227 scopus 로고    scopus 로고
    • USDA Forest Service, Northern Research Station, Newtown Square, PA, (Available at: (Last accessed: March 2015))
    • Wilson B.T., Lister A.J., Riemann R.I. Forest carbon stocks of the contiguous United States (2000-2009) 2013, USDA Forest Service, Northern Research Station, Newtown Square, PA, (Available at: www.fs.usda.gov/rds/archive/Product/RDS-2013-0004. (Last accessed: March 2015)).
    • (2013) Forest carbon stocks of the contiguous United States (2000-2009)
    • Wilson, B.T.1    Lister, A.J.2    Riemann, R.I.3
  • 53
    • 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 Sensing of Environment 2013, 128:289-298.
    • (2013) Remote Sensing of Environment , 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.