Importance of Calibration for Improving the Efficiency of Data Assimilation for Predicting Forest Characteristics by Nils Lindgren, Kenneth Nyström, Svetlana Saarela, Håkan Olsson, Göran Ståhl

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Monitoring tree occupancy and height in the Norwegian alpine treeline using a time series of airborne laser scanner data by Lennart Noordermeer, Jaime Candelas Bielza, Svetlana Saarela, Terje Gobakken, Ole Martin Bollandsås, Erik Næsset

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Mapping aboveground biomass and its prediction uncertainty using LiDAR and field data, accounting for tree-level allometric and LiDAR model errors by Svetlana Saarela, André Wästlund, Emma Holmström, Alex Appiah Mensah, Sören Holm, Mats Nilsson, Jonas Fridman, Göran Ståhl

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Site index determination using a time series of airborne laser scanning data by Maria Åsnes Moan, Ole Martin Bollandsås, Svetlana Saarela, Terje Gobakken, Erik Næsset, Hans Ole Ørka, Lennart Noordermeer

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Three-phase hierarchical model-based and hybrid inference by Svetlana Saarela, Petri Varvia, Lauri Korhonen, Zhiqiang Yang, Paul L. Patterson, Terje Gobakken, Erik Næsset, Sean P. Healey, Göran Ståhl

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Leveraging remotely sensed non-wall-to-wall data for wall-to-wall upscaling in forest inventory by Fangting Chen, Zhengyang Hou, Svetlana Saarela, Ronald E. McRoberts, Göran Ståhl, Annika Kangas, Petteri Packalen, Bo Li, Qing Xu

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Use of models in large-area forest surveys: comparing model-assisted, model-based and hybrid estimation by Göran Ståhl, Svetlana Saarela, Sebastian Schnell, Sören Holm, Johannes Breidenbach, Sean P. Healey, Paul L. Patterson, Steen Magnussen, Erik Næsset, Ronald E. McRoberts, Timothy G. Gregoire

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Statistical properties of hybrid estimators proposed for GEDI—NASA’s global ecosystem dynamics investigation by Paul L Patterson, Sean P Healey, Göran Ståhl, Svetlana Saarela, Sören Holm, Hans-Erik Andersen, Ralph O Dubayah, Laura Duncanson, Steven Hancock, John Armston, James R Kellner, Warren B Cohen, Zhiqiang Yang

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Estimating aboveground biomass density using hybrid statistical inference with GEDI lidar data and Paraguay’s national forest inventory by Eric L Bullock, Sean P Healey, Zhiqiang Yang, Regino Acosta, Hermelinda Villalba, Katherin Patricia Insfrán, Joana B Melo, Sylvia Wilson, Laura Duncanson, Erik Næsset, John Armston, Svetlana Saarela, Göran Ståhl, Paul L Patterson, Ralph Dubayah

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Why ecosystem characteristics predicted from remotely sensed data are unbiased and biased at the same time – and how this affects applications by Göran Ståhl, Terje Gobakken, Svetlana Saarela, Henrik J. Persson, Magnus Ekström, Sean P. Healey, Zhiqiang Yang, Johan Holmgren, Eva Lindberg, Kenneth Nyström, Emanuele Papucci, Patrik Ulvdal, Hans Ole Ørka, Erik Næsset, Zhengyang Hou, Håkan Olsson, Ronald E. McRoberts

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GEDI launches a new era of biomass inference from space by Ralph Dubayah, John Armston, Sean P Healey, Jamis M Bruening, Paul L Patterson, James R Kellner, Laura Duncanson, Svetlana Saarela, Göran Ståhl, Zhiqiang Yang, Hao Tang, J Bryan Blair, Lola Fatoyinbo, Scott Goetz, Steven Hancock, Matthew Hansen, Michelle Hofton, George Hurtt, Scott Luthcke

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