TY - CHAP AU - Andersen, H. E. AU - Barrett, T. AU - Winterberger, K. AU - Strunk, J. AU - Temesgen, H. PY - 2009 DA - 2009// TI - Estimating forest biomass on the western lowlands of the Kenai Peninsula of Alaska using airborne lidar and field plot data in a model-assisted sampling design BT - Proceedings of the IUFRO Division 4 Conference: “Extending Forest Inventory and Monitoring over Space and Time” ID - Andersen2009 ER - TY - JOUR AU - Andersen, H. E. AU - Strunk, J. AU - Temesgen, H. PY - 2011 DA - 2011// TI - Using airborne light detection and ranging as a sampling tool for estimating forest biomass resources in the Upper Tanana Valley of Interior Alaska JO - West J Appl Forestry VL - 26 ID - Andersen2011 ER - TY - JOUR AU - Armston, J. D. AU - Denham, R. J. AU - Danaher, T. J. AU - Scarth, P. F. AU - Moffiet, T. N. PY - 2009 DA - 2009// TI - Prediction and validation of foliage projective cover from Landsat-5 TM and Landsat-7 ETM+ imagery JO - J Appl Remote Sensing VL - 3 UR - https://doi.org/10.1117/1.3216031 DO - 10.1117/1.3216031 ID - Armston2009 ER - TY - JOUR AU - Asner, G. P. AU - Powell, G. V. AU - Mascaro, J. AU - Knapp, D. E. AU - Clark, J. K. AU - Jacobson, J. AU - Hughes, R. F. PY - 2010 DA - 2010// TI - High-resolution forest carbon stocks and emissions in the Amazon JO - Proc Natl Acad Sci VL - 107 UR - https://doi.org/10.1073/pnas.1004875107 DO - 10.1073/pnas.1004875107 ID - Asner2010 ER - TY - JOUR AU - Asner, G. P. AU - Mascaro, J. AU - Muller-Landau, H. C. AU - Vieilledent, G. AU - Vaudry, R. AU - Rasamoelina, M. AU - Hall, S. AU - Breugel, M. PY - 2012 DA - 2012// TI - A universal airborne LiDAR approach for tropical forest carbon mapping JO - Oecologia VL - 168 UR - https://doi.org/10.1007/s00442-011-2165-z DO - 10.1007/s00442-011-2165-z ID - Asner2012 ER - TY - JOUR AU - Baccini, A. AU - Laporte, N. AU - Goetz, S. J. AU - Sun, M. AU - Dong, H. PY - 2008 DA - 2008// TI - A first map of tropical Africa’s above-ground biomass derived from satellite imagery JO - Environ Res Lett VL - 3 UR - https://doi.org/10.1088/1748-9326/3/4/045011 DO - 10.1088/1748-9326/3/4/045011 ID - Baccini2008 ER - TY - JOUR AU - Baffetta, F. AU - Fattorini, L. AU - Franceschi, S. AU - Corona, P. PY - 2009 DA - 2009// TI - Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys JO - Remote Sensing Environ VL - 113 UR - https://doi.org/10.1016/j.rse.2008.06.014 DO - 10.1016/j.rse.2008.06.014 ID - Baffetta2009 ER - TY - JOUR AU - Baffetta, F. AU - Corona, P. AU - Fattorini, L. PY - 2011 DA - 2011// TI - Design-based diagnostics for k-NN estimators of forest resources JO - Can J Forest Res VL - 41 UR - https://doi.org/10.1139/X10-157 DO - 10.1139/X10-157 ID - Baffetta2011 ER - TY - JOUR AU - Bohlin, J. AU - Wallerman, J. AU - Fransson, J. E. PY - 2012 DA - 2012// TI - Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution DEM JO - Scand J Forest Res VL - 27 UR - https://doi.org/10.1080/02827581.2012.686625 DO - 10.1080/02827581.2012.686625 ID - Bohlin2012 ER - TY - JOUR AU - Bollandsås, O. M. AU - Gregoire, T. G. AU - Næsset, E. AU - Øyen, B. -. H. PY - 2013 DA - 2013// TI - Detection of biomass change in a Norwegian mountain forest area using small footprint airborne laser scanner data JO - Stat Methods Appl VL - 22 UR - https://doi.org/10.1007/s10260-012-0220-5 DO - 10.1007/s10260-012-0220-5 ID - Bollandsås2013 ER - TY - JOUR AU - Boudreau, J. AU - Nelson, R. F. AU - Margolis, H. A. AU - Beaudoin, A. AU - Guindon, L. AU - Kimes, D. S. PY - 2008 DA - 2008// TI - Regional aboveground forest biomass using airborne and spaceborne LiDAR in Québec JO - Remote Sensing Environ VL - 112 UR - https://doi.org/10.1016/j.rse.2008.06.003 DO - 10.1016/j.rse.2008.06.003 ID - Boudreau2008 ER - TY - JOUR AU - Breidenbach, J. AU - Astrup, R. PY - 2012 DA - 2012// TI - Small area estimation of forest attributes in the Norwegian National Forest Inventory JO - Eur J Forest Res VL - 131 UR - https://doi.org/10.1007/s10342-012-0596-7 DO - 10.1007/s10342-012-0596-7 ID - Breidenbach2012 ER - TY - STD TI - Breidenbach J, McRoberts RE, Astrup R (2015) Empirical coverage of model-based variance estimators for remote sensing assisted estimation of stand-level timber volume. Remote Sensing Environ (in press). http://dx.doi.org/10.1016/j.rse.2015.07.026 UR - http://dx.doi.org/10.1016/j.rse.2015.07.026 ID - ref13 ER - TY - JOUR AU - Breidt, F. J. AU - Opsomer, J. D. PY - 2000 DA - 2000// TI - Local polynomial regression estimators in survey sampling JO - Ann Stat VL - 2000 ID - Breidt2000 ER - TY - JOUR AU - Breidt, F. J. AU - Claeskens, G. AU - Opsomer, J. D. PY - 2005 DA - 2005// TI - Model-assisted estimation for complex surveys using penalised splines JO - Biometrika VL - 92 UR - https://doi.org/10.1093/biomet/92.4.831 DO - 10.1093/biomet/92.4.831 ID - Breidt2005 ER - TY - BOOK AU - Cassel, C. M. AU - Särndal, C. E. AU - Wretman, J. H. PY - 1977 DA - 1977// TI - Foundations of inference in survey sampling PB - Wiley CY - New York ID - Cassel1977 ER - TY - STD TI - Chambers R, Clark R (2012) An introduction to model-based survey sampling with applications. Oxford University Press. http://dx.doi.org/10.1093/acprof:oso/9780198566625.001.0001 UR - http://dx.doi.org/10.1093/acprof:oso/9780198566625.001.0001 ID - ref17 ER - TY - JOUR AU - Chirici, G. AU - McRoberts, R. E. AU - Fattorini, L. AU - Mura, M. AU - Marchetti, M. PY - 2016 DA - 2016// TI - Comparing echo-based and canopy height model-based metrics for enhancing estimation of forest aboveground biomass in a model-assisted framework JO - Remote Sensing Environ VL - 174 UR - https://doi.org/10.1016/j.rse.2015.11.010 DO - 10.1016/j.rse.2015.11.010 ID - Chirici2016 ER - TY - JOUR AU - Corona, P. AU - Fattorini, L. AU - Franceschi, S. AU - Scrinzi, G. AU - Torresan, C. PY - 2014 DA - 2014// TI - Estimation of standing wood volume in forest compartments by exploiting airborne laser scanning information: model-based, design-based, and hybrid perspectives JO - Can J Forest Res VL - 44 UR - https://doi.org/10.1139/cjfr-2014-0203 DO - 10.1139/cjfr-2014-0203 ID - Corona2014 ER - TY - JOUR AU - Corona, P. AU - Fattorini, L. AU - Pagliarella, M. C. PY - 2015 DA - 2015// TI - Sampling strategies for estimating forest cover from remote sensing-based two-stage inventories JO - Forest Ecosystems VL - 2 UR - https://doi.org/10.1186/s40663-015-0042-7 DO - 10.1186/s40663-015-0042-7 ID - Corona2015 ER - TY - JOUR AU - Ene, L. T. AU - Næsset, E. AU - Gobakken, T. AU - Gregoire, T. G. AU - Ståhl, G. AU - Nelson, R. PY - 2012 DA - 2012// TI - Assessing the accuracy of regional LiDAR-based biomass estimation using a simulation approach JO - Remote Sensing Environ VL - 123 UR - https://doi.org/10.1016/j.rse.2012.04.017 DO - 10.1016/j.rse.2012.04.017 ID - Ene2012 ER - TY - JOUR AU - Fattorini, L. AU - Marcheselli, M. AU - Pisani, C. PY - 2006 DA - 2006// TI - A three-phase sampling strategy for large-scale multiresource forest inventories JO - J Agric Biol Environ Stat VL - 11 UR - https://doi.org/10.1198/108571106X130548 DO - 10.1198/108571106X130548 ID - Fattorini2006 ER - TY - JOUR AU - Fattorini, L. AU - Franceschi, S. AU - Pisani, C. PY - 2009 DA - 2009// TI - A two-phase sampling strategy for large-scale forest carbon budgets JO - J Stat Plann Inference VL - 139 UR - https://doi.org/10.1016/j.jspi.2008.06.014 DO - 10.1016/j.jspi.2008.06.014 ID - Fattorini2009 ER - TY - JOUR AU - Gobakken, T. AU - Næsset, E. AU - Nelson, R. AU - Bollandsås, O. M. AU - Gregoire, T. G. AU - Ståhl, G. AU - Holm, S. AU - Ørka, H. O. AU - Astrup, R. PY - 2012 DA - 2012// TI - Estimating biomass in Hedmark County, Norway using national forest inventory field plots and airborne laser scanning JO - Remote Sensing Environ VL - 123 UR - https://doi.org/10.1016/j.rse.2012.01.025 DO - 10.1016/j.rse.2012.01.025 ID - Gobakken2012 ER - TY - JOUR AU - Grafström, A. AU - Saarela, S. AU - Ene, L. T. PY - 2014 DA - 2014// TI - Efficient sampling strategies for forest inventories by spreading the sample in auxiliary space JO - Can J Forest Res VL - 44 UR - https://doi.org/10.1139/cjfr-2014-0202 DO - 10.1139/cjfr-2014-0202 ID - Grafström2014 ER - TY - JOUR AU - Gregoire, T. G. PY - 1998 DA - 1998// TI - Design-based and model-based inference in survey sampling: appreciating the difference JO - Can J Forest Res VL - 28 UR - https://doi.org/10.1139/x98-166 DO - 10.1139/x98-166 ID - Gregoire1998 ER - TY - STD TI - Gregoire TG, Valentine HT (2008) Sampling strategies for natural resources and the environment. CRC Press, Taylor & Francis Group, Boca Raton ID - ref27 ER - TY - JOUR AU - Gregoire, T. G. AU - Ståhl, G. AU - Næsset, E. AU - Gobakken, T. AU - Nelson, R. AU - Holm, S. PY - 2011 DA - 2011// TI - Model-assisted estimation of biomass in a LiDAR sample survey in Hedmark County, Norway This article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time JO - Can J Forest Res VL - 41 UR - https://doi.org/10.1139/X10-195 DO - 10.1139/X10-195 ID - Gregoire2011 ER - TY - CHAP AU - Hansen, M. H. AU - Madow, W. G. AU - Tepping, B. J. PY - 1978 DA - 1978// TI - On inference and estimation from sample surveys BT - Proceedings of the Survey Research Methods Section ID - Hansen1978 ER - TY - JOUR AU - Hansen, M. H. AU - Madow, W. G. AU - Tepping, B. J. PY - 1983 DA - 1983// TI - An evaluation of model-dependent and probability-sampling inferences in sample surveys JO - J Am Stat Assoc VL - 78 UR - https://doi.org/10.1080/01621459.1983.10477018 DO - 10.1080/01621459.1983.10477018 ID - Hansen1983 ER - TY - JOUR AU - Healey, S. P. AU - Patterson, P. L. AU - Saatchi, S. AU - Lefsky, M. A. AU - Lister, A. J. AU - Freeman, E. A. PY - 2012 DA - 2012// TI - A sample design for globally consistent biomass estimation using lidar data from the Geoscience Laser Altimeter System (GLAS) JO - Carbon Balance Manage VL - 7 UR - https://doi.org/10.1186/1750-0680-7-10 DO - 10.1186/1750-0680-7-10 ID - Healey2012 ER - TY - JOUR AU - Helmer, E. H. AU - Ruzycki, T. S. AU - Wunderle, J. M. AU - Vogesser, S. AU - Ruefenacht, B. AU - Kwit, C. AU - Ewert, D. N. PY - 2010 DA - 2010// TI - Mapping tropical dry forest height, foliage height profiles and disturbance type and age with a time series of cloud-cleared Landsat and ALI image mosaics to characterize avian habitat JO - Remote Sensing Environ VL - 114 UR - https://doi.org/10.1016/j.rse.2010.05.021 DO - 10.1016/j.rse.2010.05.021 ID - Helmer2010 ER - TY - JOUR AU - Köhl, M. AU - Brassel, P. PY - 2001 DA - 2001// TI - Zur Auswirkung der Hangneigungskorrektur auf Schätzwerte im Schweizerischen Landesforstinventar (LFI) [Investigation of the effect of the slope correction method as applied in the Swiss National Forest Inventory of estimates.] JO - Schweizerische Zeitschrift fur Forstwesen VL - 152 UR - https://doi.org/10.3188/szf.2001.0215 DO - 10.3188/szf.2001.0215 ID - Köhl2001 ER - TY - JOUR AU - Magnussen, S. PY - 2015 DA - 2015// TI - Arguments for a model-dependent inference? JO - Forestry VL - 88 UR - https://doi.org/10.1093/forestry/cpv002 DO - 10.1093/forestry/cpv002 ID - Magnussen2015 ER - TY - STD TI - Magnussen S, Tomppo E (2015) Model-calibrated k-nearest neighbor estimators. Scandinavian J Forest Res 1–11. http://dx.doi.org/10.1080/02827581.2015.1073348 UR - http://dx.doi.org/10.1080/02827581.2015.1073348 ID - ref35 ER - TY - JOUR AU - Magnussen, S. AU - Næsset, E. AU - Gobakken, T. PY - 2014 DA - 2014// TI - An estimator of variance for two-stage ratio regression estimators JO - Forest Sci VL - 60 UR - https://doi.org/10.5849/forsci.12-163 DO - 10.5849/forsci.12-163 ID - Magnussen2014 ER - TY - JOUR AU - Magnussen, S. AU - Næsset, E. AU - Gobakken, T. PY - 2015 DA - 2015// TI - LiDAR-supported estimation of change in forest biomass with time-invariant regression models JO - Can J Forest Res VL - 45 UR - https://doi.org/10.1139/cjfr-2015-0084 DO - 10.1139/cjfr-2015-0084 ID - Magnussen2015 ER - TY - JOUR AU - Mandallaz, D. PY - 2013 DA - 2013// TI - Design-based properties of some small-area estimators in forest inventory with two-phase sampling JO - Can J Forest Res VL - 43 UR - https://doi.org/10.1139/cjfr-2012-0381 DO - 10.1139/cjfr-2012-0381 ID - Mandallaz2013 ER - TY - JOUR AU - Margolis, H. A. AU - Nelson, R. F. AU - Montesano, P. M. AU - Beaudoin, A. AU - Sun, G. AU - Andersen, H. E. AU - Wulder, M. PY - 2015 DA - 2015// TI - Combining satellite lidar, airborne lidar and ground plots to estimate the amount and distribution of aboveground biomass in the Boreal forest of North America JO - Can J Forest Res VL - 45 UR - https://doi.org/10.1139/cjfr-2015-0006 DO - 10.1139/cjfr-2015-0006 ID - Margolis2015 ER - TY - JOUR AU - Massey, A. AU - Mandallaz, D. AU - Lanz, A. PY - 2014 DA - 2014// TI - Integrating remote sensing and past inventory data under the new annual design of the Swiss National Forest Inventory using three-phase design-based regression estimation JO - Can J Forest Res VL - 44 UR - https://doi.org/10.1139/cjfr-2014-0152 DO - 10.1139/cjfr-2014-0152 ID - Massey2014 ER - TY - JOUR AU - McRoberts, R. E. PY - 2006 DA - 2006// TI - A model-based approach to estimating forest area JO - Remote Sensing Environ VL - 103 UR - https://doi.org/10.1016/j.rse.2006.03.005 DO - 10.1016/j.rse.2006.03.005 ID - McRoberts2006 ER - TY - JOUR AU - McRoberts, R. E. PY - 2010 DA - 2010// TI - Probability-and model-based approaches to inference for proportion forest using satellite imagery as ancillary data JO - Remote Sensing Environ VL - 114 UR - https://doi.org/10.1016/j.rse.2009.12.013 DO - 10.1016/j.rse.2009.12.013 ID - McRoberts2010 ER - TY - JOUR AU - McRoberts, R. E. AU - Tomppo, E. O. AU - Finley, A. O. AU - Heikkinen, J. PY - 2007 DA - 2007// TI - Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery JO - Remote Sensing Environ VL - 111 UR - https://doi.org/10.1016/j.rse.2007.04.002 DO - 10.1016/j.rse.2007.04.002 ID - McRoberts2007 ER - TY - STD TI - McRoberts RE, Bollandsås OM, Næsset E (2014) Modeling and estimating change. In: Maltamo M, Næsset E, Vauhkonen J. (eds) Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies. Springer, pp. 293–314. http://dx.doi.org/10.1007/978-94-017-8663-8_15 UR - http://dx.doi.org/10.1007/978-94-017-8663-8_15 ID - ref44 ER - TY - JOUR AU - McRoberts, R. E. AU - Næsset, E. AU - Gobakken, T. AU - Bollandsås, O. M. PY - 2015 DA - 2015// TI - Indirect and direct estimation of forest biomass change using forest inventory and airborne laser scanning data JO - Remote Sensing Environ VL - 164 UR - https://doi.org/10.1016/j.rse.2015.02.018 DO - 10.1016/j.rse.2015.02.018 ID - McRoberts2015 ER - TY - JOUR AU - Melville, G. J. AU - Welsh, A. H. AU - Stone, C. PY - 2015 DA - 2015// TI - Improving the efficiency and precision of tree counts in pine plantations using airborne LiDAR data and flexible-radius plots: model-based and design-based approaches JO - J Agric Biol Environ Stat VL - 20 UR - https://doi.org/10.1007/s13253-015-0205-6 DO - 10.1007/s13253-015-0205-6 ID - Melville2015 ER - TY - JOUR AU - Næsset, E. PY - 1997 DA - 1997// TI - Estimating timber volume of forest stands using airborne laser scanner data JO - Remote Sensing Environ VL - 61 UR - https://doi.org/10.1016/S0034-4257(97)00041-2 DO - 10.1016/S0034-4257(97)00041-2 ID - Næsset1997 ER - TY - STD TI - Næsset E (2002a) Determination of mean tree height of forest stands by means of digital photogrammetry. Scand J Forest Res 17: 446–459. http://dx.doi.org/10.1080/028275802320435469 UR - http://dx.doi.org/10.1080/028275802320435469 ID - ref48 ER - TY - STD TI - Næsset E (2002b) Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sensing Environ 80: 88–99. http://dx.doi.org/10.1016/S0034-4257(01)00290-5 UR - http://dx.doi.org/10.1016/S0034-4257(01)00290-5 ID - ref49 ER - TY - JOUR AU - Næsset, E. PY - 2004 DA - 2004// TI - Accuracy of forest inventory using airborne laser scanning: evaluating the first Nordic full-scale operational project JO - Scand J Forest Res VL - 19 UR - https://doi.org/10.1080/02827580410019544 DO - 10.1080/02827580410019544 ID - Næsset2004 ER - TY - JOUR AU - Næsset, E. AU - Gobakken, T. AU - Solberg, S. AU - Gregoire, T. G. AU - Nelson, R. AU - Ståhl, G. AU - Weydahl, D. PY - 2011 DA - 2011// TI - Model-assisted regional forest biomass estimation using LiDAR and InSAR as auxiliary data: A case study from a boreal forest area JO - Remote Sensing Environ VL - 115 UR - https://doi.org/10.1016/j.rse.2011.08.021 DO - 10.1016/j.rse.2011.08.021 ID - Næsset2011 ER - TY - STD TI - Næsset E, Bollandsås OM, Gobakken T, Gregoire TG, Ståhl G (2013a) Model-assisted estimation of change in forest biomass over an 11year period in a sample survey supported by airborne LiDAR: A case study with post-stratification to provide “activity data”. Remote Sensing Environ 128: 299–314. http://dx.doi.org/10.1016/j.rse.2012.10.008 UR - http://dx.doi.org/10.1016/j.rse.2012.10.008 ID - ref52 ER - TY - STD TI - Næsset E, Gobakken T, Bollandsås OM, Gregoire TG, Nelson R, Ståhl G (2013b) Comparison of precision of biomass estimates in regional field sample surveys and airborne LiDAR-assisted surveys in Hedmark County, Norway. Remote Sensing Environ 130: 108–120. http://dx.doi.org/10.1016/j.rse.2012.11.010 UR - http://dx.doi.org/10.1016/j.rse.2012.11.010 ID - ref53 ER - TY - JOUR AU - Næsset, E. AU - Bollandsås, O. M. AU - Gobakken, T. AU - Solberg, S. AU - McRoberts, R. E. PY - 2015 DA - 2015// TI - The effects of field plot size on model-assisted estimation of aboveground biomass change using multitemporal interferometric SAR and airborne laser scanning data JO - Remote Sensing Environ VL - 168 UR - https://doi.org/10.1016/j.rse.2015.07.002 DO - 10.1016/j.rse.2015.07.002 ID - Næsset2015 ER - TY - JOUR AU - Nelson, R. AU - Krabill, W. AU - Maclean, G. PY - 1984 DA - 1984// TI - Determining forest canopy characteris-tics using airborne laser data JO - Remote Sensing Environ VL - 15 UR - https://doi.org/10.1016/0034-4257(84)90031-2 DO - 10.1016/0034-4257(84)90031-2 ID - Nelson1984 ER - TY - JOUR AU - Nelson, R. AU - Krabill, W. AU - Tonelli, J. PY - 1988 DA - 1988// TI - Estimating forest biomass and volume using airborne laser data JO - Remote Sensing Environ VL - 24 UR - https://doi.org/10.1016/0034-4257(88)90028-4 DO - 10.1016/0034-4257(88)90028-4 ID - Nelson1988 ER - TY - JOUR AU - Nelson, R. AU - Boudreau, J. AU - Gregoire, T. G. AU - Margolis, H. AU - Næsset, E. AU - Gobakken, T. AU - Ståhl, G. PY - 2009 DA - 2009// TI - Estimating Quebec provincial forest resources using ICESat/GLAS JO - Can J Forest Res VL - 39 UR - https://doi.org/10.1139/X09-002 DO - 10.1139/X09-002 ID - Nelson2009 ER - TY - JOUR AU - Nelson, R. AU - Gobakken, T. AU - Næsset, E. AU - Gregoire, T. G. AU - Ståhl, G. AU - Holm, S. AU - Flewelling, J. PY - 2012 DA - 2012// TI - Lidar sampling - using an airborne profiler to estimate forest biomass in Hedmark County, Norway JO - Remote Sensing Environ VL - 123 UR - https://doi.org/10.1016/j.rse.2011.10.036 DO - 10.1016/j.rse.2011.10.036 ID - Nelson2012 ER - TY - JOUR AU - Neyman, J. PY - 1934 DA - 1934// TI - On the two different aspects of the representative method: the method of stratified sampling and the method of purposive selection JO - J R Stat Soc VL - 97 UR - https://doi.org/10.2307/2342192 DO - 10.2307/2342192 ID - Neyman1934 ER - TY - JOUR AU - Opsomer, J. D. AU - Breidt, F. J. AU - Moisen, G. G. AU - Kauermann, G. PY - 2007 DA - 2007// TI - Model-assisted estimation of forest resources with generalized additive models JO - J Am Stat Assoc VL - 102 UR - https://doi.org/10.1198/016214506000001491 DO - 10.1198/016214506000001491 ID - Opsomer2007 ER - TY - JOUR AU - Reese, H. AU - Nilsson, M. AU - Sandström, P. AU - Olsson, H. PY - 2002 DA - 2002// TI - Applications using estimates of forest parameters derived from satellite and forest inventory data JO - Comput Electron Agric VL - 37 UR - https://doi.org/10.1016/S0168-1699(02)00118-7 DO - 10.1016/S0168-1699(02)00118-7 ID - Reese2002 ER - TY - STD TI - Saarela S, Grafström A, Ståhl G, Kangas A, Holopainen M, Tuominen S, Nordkvist K, Hyyppä, J (2015a) Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information. Remote Sensing Environ 158: 431–440. http://dx.doi.org/10.1016/j.rse.2014.11.020 UR - http://dx.doi.org/10.1016/j.rse.2014.11.020 ID - ref62 ER - TY - STD TI - Saarela S, Schnell S, Grafström A, Tuominen S, Nordkvist K, Hyyppä J, Kangas A, Ståhl G (2015b) Effects of sample size and model form on the accuracy of model-based estimators of growing stock volume in Kuortane, Finland. Can J Forest Re 45:1524–1534. http://dx.doi.org/10.1139/cjfr-2015-0077 UR - http://dx.doi.org/10.1139/cjfr-2015-0077 ID - ref63 ER - TY - JOUR AU - Saarela, S. AU - Schnell, S. AU - Tuominen, S. AU - Balazs, A. AU - Hyyppä, J. AU - Grafström, A. AU - Ståhl, G. PY - 2016 DA - 2016// TI - Effects of positional errors in model-assisted and model-based estimation of growing stock volume JO - Remote Sensing Environ VL - 172 UR - https://doi.org/10.1016/j.rse.2015.11.002 DO - 10.1016/j.rse.2015.11.002 ID - Saarela2016 ER - TY - JOUR AU - Sannier, C. AU - McRoberts, R. E. AU - Fichet, L. V. AU - Makaga, E. M. K. PY - 2014 DA - 2014// TI - Using the regression estimator with Landsat data to estimate proportion forest cover and net proportion deforestation in Gabon JO - Remote Sensing Environ VL - 151 UR - https://doi.org/10.1016/j.rse.2013.09.015 DO - 10.1016/j.rse.2013.09.015 ID - Sannier2014 ER - TY - JOUR AU - Särndal, C. E. PY - 1978 DA - 1978// TI - Design-based and model-based inference in survey sampling [with discussion and reply] JO - Scand J Stat VL - 5 ID - Särndal1978 ER - TY - STD TI - Särndal CE, Swensson B, Wretman J (1992) Model Assisted Survey Sampling. Springer. http://dx.doi.org/10.1007/978-1-4612-4378-6 UR - http://dx.doi.org/10.1007/978-1-4612-4378-6 ID - ref67 ER - TY - JOUR AU - Skowronski, N. S. AU - Clark, K. L. AU - Gallagher, M. AU - Birdsey, R. A. AU - Hom, J. L. PY - 2014 DA - 2014// TI - Airborne laser scanner-assisted estimation of aboveground biomass change in a temperate oak-pine forest JO - Remote Sensing Environ VL - 151 UR - https://doi.org/10.1016/j.rse.2013.12.015 DO - 10.1016/j.rse.2013.12.015 ID - Skowronski2014 ER - TY - JOUR AU - Solberg, S. AU - Astrup, R. AU - Bollandsås, O. M. AU - Næsset, E. AU - Weydahl, D. J. PY - 2010 DA - 2010// TI - Deriving forest monitoring variables from X-band InSAR SRTM height JO - Can J Remote Sensing VL - 36 UR - https://doi.org/10.5589/m10-025 DO - 10.5589/m10-025 ID - Solberg2010 ER - TY - JOUR AU - Ståhl, G. AU - Holm, S. AU - Gregoire, T. G. AU - Gobakken, T. AU - Næsset, E. AU - Nelson, R. PY - 2011 DA - 2011// TI - Model-based inference for biomass estimation in a LiDAR sample survey in Hedmark County, Norway JO - Can J Forest Res VL - 41 UR - https://doi.org/10.1139/X10-161 DO - 10.1139/X10-161 ID - Ståhl2011 ER - TY - JOUR AU - Ståhl, G. AU - Heikkinen, J. AU - Petersson, H. AU - Repola, J. AU - Holm, S. PY - 2014 DA - 2014// TI - Sample-based estimation of greenhouse gas emissions from forests – A new approach to account for both sampling and model errors JO - Forest Sci VL - 60 UR - https://doi.org/10.5849/forsci.13-005 DO - 10.5849/forsci.13-005 ID - Ståhl2014 ER - TY - JOUR AU - Stephens, P. R. AU - Kimberley, M. O. AU - Beets, P. N. AU - Paul, T. S. AU - Searles, N. AU - Bell, A. AU - Brack, C. AU - Broadley, J. PY - 2012 DA - 2012// TI - Airborne scanning LiDAR in a double sampling forest carbon inventory JO - Remote Sensing Environ VL - 117 UR - https://doi.org/10.1016/j.rse.2011.10.009 DO - 10.1016/j.rse.2011.10.009 ID - Stephens2012 ER - TY - STD TI - Strunk JL, Reutebuch SE, Andersen HE, Gould PJ, McGaughey RJ (2012a) Model-assisted forest yield estimation with light detection and ranging. West J Appl Forestry 27: 53–59. http://dx.doi.org/10.5849/wjaf.10-043 UR - http://dx.doi.org/10.5849/wjaf.10-043 ID - ref73 ER - TY - STD TI - Strunk J, Temesgen H, Andersen HE, Flewelling JP, Madsen L (2012b) Effects of lidar pulse density and sample size on a model-assisted approach to estimate forest inventory variables. Can J Remote Sensing 38: 644–654. http://dx.doi.org/10.5589/m12-052 UR - http://dx.doi.org/10.5589/m12-052 ID - ref74 ER - TY - STD TI - Tomppo E. Katila M (1991) Satellite image-based national forest inventory of Finland for publication in the IGARSS’91 digest. In: Geoscience and Remote Sensing Symposium, 1991. IGARSS’91. Remote Sensing: Global Monitoring for Earth Management., International (Vol. 3, pp. 1141–1144). http://dx.doi.org/10.1109/igarss.1991.579272 UR - http://dx.doi.org/10.1109/igarss.1991.579272 ID - ref75 ER - TY - JOUR AU - Tomppo, E. AU - Olsson, H. AU - Ståhl, G. AU - Nilsson, M. AU - Hagner, O. AU - Katila, M. PY - 2008 DA - 2008// TI - Combining national forest inventory field plots and remote sensing data for forest databases JO - Remote Sensing Environ VL - 112 UR - https://doi.org/10.1016/j.rse.2007.03.032 DO - 10.1016/j.rse.2007.03.032 ID - Tomppo2008 ER - TY - STD TI - Tomppo E, Gschwantner T, Lawrence M, McRoberts RE, Gabler K, Schadauer K, Vidal C, Lanz A, Ståhl G, Cienciala E (2010) National forest inventories. Pathways for Common Reporting. Springer, 541–553. http://dx.doi.org/10.1007/978-90-481-3233-1 UR - http://dx.doi.org/10.1007/978-90-481-3233-1 ID - ref77 ER -