TY - JOUR AU - Brede, B. AU - Calders, K. AU - Lau, A. AU - Raumonen, P. AU - Bartholomeus, H. M. AU - Herold, M. AU - Kooistra, L. PY - 2019 DA - 2019// TI - Non-destructive tree volume estimation through quantitative structure modelling: comparing UAV laser scanning with terrestrial LIDAR JO - Remote Sens Environ VL - 233 UR - https://doi.org/10.1016/j.rse.2019.111355 DO - 10.1016/j.rse.2019.111355 ID - Brede2019 ER - TY - JOUR AU - Brede, B. AU - Lau, A. AU - Bartholomeus, H. AU - Kooistra, L. PY - 2017 DA - 2017// TI - Comparing RIEGL RiCOPTER UAV LiDAR derived canopy height and DBH with terrestrial LiDAR JO - Sensors VL - 17 UR - https://doi.org/10.3390/s17102371 DO - 10.3390/s17102371 ID - Brede2017 ER - TY - JOUR AU - Bruggisser, M. AU - Hollaus, M. AU - Otepka, J. AU - Pfeifer, N. PY - 2020 DA - 2020// TI - Influence of ULS acquisition characteristics on tree stem parameter estimation JO - ISPRS J Photogramm Remote Sens VL - 168 UR - https://doi.org/10.1016/j.isprsjprs.2020.08.002 DO - 10.1016/j.isprsjprs.2020.08.002 ID - Bruggisser2020 ER - TY - JOUR AU - Calders, K. AU - Adams, J. AU - Armston, J. AU - Bartholomeus, H. AU - Bauwens, S. AU - Bentley, L. P. AU - Chave, J. AU - Danson, F. M. AU - Demol, M. AU - Disney, M. AU - Gaulton, R. AU - Krishna Moorthy, S. M. AU - Levick, S. R. AU - Saarinen, N. AU - Schaaf, C. AU - Stovall, A. AU - Terryn, L. AU - Wilkes, P. AU - Verbeeck, H. PY - 2020 DA - 2020// TI - Terrestrial laser scanning in forest ecology: expanding the horizon JO - Remote Sens Environ VL - 251 UR - https://doi.org/10.1016/j.rse.2020.112102 DO - 10.1016/j.rse.2020.112102 ID - Calders2020 ER - TY - JOUR AU - Chisholm, R. A. AU - Cui, J. AU - Lum, S. K. Y. AU - Chen, B. M. PY - 2013 DA - 2013// TI - UAV LiDAR for below-canopy forest surveys JO - J Unmanned Veh Syst VL - 1 UR - https://doi.org/10.1139/juvs-2013-0017 DO - 10.1139/juvs-2013-0017 ID - Chisholm2013 ER - TY - JOUR AU - Coomes, D. A. AU - Dalponte, M. AU - Jucker, T. AU - Asner, G. P. AU - Banin, L. F. AU - Burslem, D. F. AU - Lewis, S. L. AU - Nilus, R. AU - Phillips, O. L. AU - Phua, M. -. H. PY - 2017 DA - 2017// TI - Area-based vs tree-centric approaches to mapping forest carbon in southeast Asian forests from airborne laser scanning data JO - Remote Sens Environ VL - 194 UR - https://doi.org/10.1016/j.rse.2017.03.017 DO - 10.1016/j.rse.2017.03.017 ID - Coomes2017 ER - TY - JOUR AU - Dai, W. AU - Yang, B. AU - Liang, X. AU - Dong, Z. AU - Huang, R. AU - Wang, Y. AU - Li, W. PY - 2019 DA - 2019// TI - Automated fusion of forest airborne and terrestrial point clouds through canopy density analysis JO - ISPRS J Photogramm Remote Sens VL - 156 UR - https://doi.org/10.1016/j.isprsjprs.2019.08.008 DO - 10.1016/j.isprsjprs.2019.08.008 ID - Dai2019 ER - TY - JOUR AU - Dalponte, M. AU - Jucker, T. AU - Liu, S. AU - Frizzera, L. AU - Gianelle, D. PY - 2019 DA - 2019// TI - Characterizing forest carbon dynamics using multi-temporal lidar data JO - Remote Sens Environ VL - 224 UR - https://doi.org/10.1016/j.rse.2019.02.018 DO - 10.1016/j.rse.2019.02.018 ID - Dalponte2019 ER - TY - JOUR AU - Perugia, B. AU - Giannetti, F. AU - Chirici, G. AU - Travaglini, D. PY - 2019 DA - 2019// TI - Influence of scan density on the estimation of single-tree attributes by hand-held mobile laser scanning JO - Forests VL - 10 UR - https://doi.org/10.3390/f10030277 DO - 10.3390/f10030277 ID - Perugia2019 ER - TY - CHAP AU - Dionisio-Ortega, S. AU - Rojas-Perez, L. O. AU - Martinez-Carranza, J. AU - Cruz-Vega, I. PY - 2018 DA - 2018// TI - A deep learning approach towards autonomous flight in forest environments BT - 2018 international conference on electronics, communications and computers (CONIELECOMP). Presented at the 2018 international conference on electronics, communications and computers (CONIELECOMP) UR - https://doi.org/10.1109/CONIELECOMP.2018.8327189 DO - 10.1109/CONIELECOMP.2018.8327189 ID - Dionisio-Ortega2018 ER - TY - JOUR AU - Giannetti, F. AU - Puletti, N. AU - Quatrini, V. AU - Travaglini, D. AU - Bottalico, F. AU - Corona, P. AU - Chirici, G. PY - 2018 DA - 2018// TI - Integrating terrestrial and airborne laser scanning for the assessment of single-tree attributes in Mediterranean forest stands JO - Eur J Remote Sens VL - 51 UR - https://doi.org/10.1080/22797254.2018.1482733 DO - 10.1080/22797254.2018.1482733 ID - Giannetti2018 ER - TY - JOUR AU - Hyyppä, E. AU - Hyyppä, J. AU - Hakala, T. AU - Kukko, A. AU - Wulder, M. A. AU - White, J. C. AU - Pyörälä, J. AU - Yu, X. AU - Wang, Y. AU - Virtanen, J. -. P. AU - Pohjavirta, O. AU - Liang, X. AU - Holopainen, M. AU - Kaartinen, H. PY - 2020 DA - 2020// TI - Under-canopy UAV laser scanning for accurate forest field measurements JO - ISPRS J Photogramm Remote Sens VL - 164 UR - https://doi.org/10.1016/j.isprsjprs.2020.03.021 DO - 10.1016/j.isprsjprs.2020.03.021 ID - Hyyppä2020 ER - TY - JOUR AU - Hyyppä, E. AU - Kukko, A. AU - Kaijaluoto, R. AU - White, J. C. AU - Wulder, M. A. AU - Pyörälä, J. AU - Liang, X. AU - Yu, X. AU - Wang, Y. AU - Kaartinen, H. PY - 2020 DA - 2020// TI - Accurate derivation of stem curve and volume using backpack mobile laser scanning JO - ISPRS J Photogramm Remote Sens VL - 161 UR - https://doi.org/10.1016/j.isprsjprs.2020.01.018 DO - 10.1016/j.isprsjprs.2020.01.018 ID - Hyyppä2020 ER - TY - JOUR AU - Jaakkola, A. AU - Hyyppä, J. AU - Yu, X. AU - Kukko, A. AU - Kaartinen, H. AU - Liang, X. AU - Hyyppä, H. AU - Wang, Y. PY - 2017 DA - 2017// TI - Autonomous collection of forest field reference—the outlook and a first step with UAV laser scanning JO - Remote Sens VL - 9 UR - https://doi.org/10.3390/rs9080785 DO - 10.3390/rs9080785 ID - Jaakkola2017 ER - TY - STD TI - Jurjević L, Liang X, Balenović I, Gašparović M (2020) Is field-measured tree height as reliable as believed - part II, a comparison study of tree height estimates from conventional field measurement and low-cost close-range remote sensing in a deciduous forest. ISPRS J Photogramm Remote Sens Accepted, in press ID - ref15 ER - TY - JOUR AU - Kaartinen, H. AU - Hyyppä, J. AU - Vastaranta, M. AU - Kukko, A. AU - Jaakkola, A. AU - Yu, X. AU - Pyörälä, J. AU - Liang, X. AU - Liu, J. AU - Wang, Y. AU - Kaijaluoto, R. AU - Melkas, T. AU - Holopainen, M. AU - Hyyppä, H. PY - 2015 DA - 2015// TI - Accuracy of kinematic positioning using global satellite navigation systems under forest canopies JO - Forests VL - 6 UR - https://doi.org/10.3390/f6093218 DO - 10.3390/f6093218 ID - Kaartinen2015 ER - TY - STD TI - Krisanski S, Del Perugia B, Taskhiri MS, Turner P (2018) Below-canopy UAS photogrammetry for stem measurement in radiata pine plantation. In Remote Sensing for Agriculture, Ecosystems, and Hydrology XX (Vol. 10783). International Society for Optics and Photonics, pp. 1078309. ID - ref17 ER - TY - JOUR AU - Kukko, A. AU - Kaijaluoto, R. AU - Kaartinen, H. AU - Lehtola, V. V. AU - Jaakkola, A. AU - Hyyppä, J. PY - 2017 DA - 2017// TI - Graph SLAM correction for single scanner MLS forest data under boreal forest canopy JO - ISPRS J Photogramm Remote Sens VL - 132 UR - https://doi.org/10.1016/j.isprsjprs.2017.09.006 DO - 10.1016/j.isprsjprs.2017.09.006 ID - Kukko2017 ER - TY - JOUR AU - Kuželka, K. AU - Slavík, M. AU - Surový, P. PY - 2020 DA - 2020// TI - Very high density point clouds from UAV laser scanning for automatic tree stem detection and direct diameter measurement JO - Remote Sens VL - 12 UR - https://doi.org/10.3390/rs12081236 DO - 10.3390/rs12081236 ID - Kuželka2020 ER - TY - JOUR AU - Kuželka, K. AU - Surový, P. PY - 2018 DA - 2018// TI - Mapping forest structure using uas inside flight capabilities JO - Sensors VL - 18 UR - https://doi.org/10.3390/s18072245 DO - 10.3390/s18072245 ID - Kuželka2018 ER - TY - JOUR AU - Liang, X. AU - Kankare, V. AU - Hyyppä, J. AU - Wang, Y. AU - Kukko, A. AU - Haggrén, H. AU - Yu, X. AU - Kaartinen, H. AU - Jaakkola, A. AU - Guan, F. AU - Holopainen, M. AU - Vastaranta, M. PY - 2016 DA - 2016// TI - Terrestrial laser scanning in forest inventories JO - ISPRS J Photogramm Remote Sens VL - 115 UR - https://doi.org/10.1016/j.isprsjprs.2016.01.006 DO - 10.1016/j.isprsjprs.2016.01.006 ID - Liang2016 ER - TY - STD TI - Liang X, Kukko A, Hyyppä J, Lehtomäki M, Pyörälä J, Yu X, Kaartinen H, Jaakkola A, Wang Y (2018) In-situ measurements from mobile platforms: an emerging approach to address the old challenges associated with forest inventories. ISPRS J Photogramm Remote Sens. https://doi.org/10.1016/j.isprsjprs.2018.04.019 ID - ref22 ER - TY - JOUR AU - Liang, X. AU - Wang, Y. AU - Jaakkola, A. AU - Kukko, A. AU - Kaartinen, H. AU - Hyyppä, J. AU - Honkavaara, E. AU - Liu, J. PY - 2015 DA - 2015// TI - Forest data collection using terrestrial image-based point clouds from a handheld camera compared to terrestrial and personal laser scanning JO - IEEE Trans Geosci Remote Sens VL - 53 UR - https://doi.org/10.1109/TGRS.2015.2417316 DO - 10.1109/TGRS.2015.2417316 ID - Liang2015 ER - TY - JOUR AU - Liang, X. AU - Wang, Y. AU - Pyörälä, J. AU - Lehtomäki, M. AU - Yu, X. AU - Kaartinen, H. AU - Kukko, A. AU - Honkavaara, E. AU - Issaoui, A. E. I. AU - Nevalainen, O. AU - Vaaja, M. AU - Virtanen, J. -. P. AU - Katoh, M. AU - Deng, S. PY - 2019 DA - 2019// TI - Forest in situ observations using unmanned aerial vehicle as an alternative of terrestrial measurements JO - For Ecosyst VL - 6 UR - https://doi.org/10.1186/s40663-019-0173-3 DO - 10.1186/s40663-019-0173-3 ID - Liang2019 ER - TY - CHAP AU - Maciel-Pearson, B. G. AU - Carbonneau, P. AU - Breckon, T. P. ED - Giuliani, M. ED - Assaf, T. ED - Giannaccini, M. E. PY - 2018 DA - 2018// TI - Extending deep neural network trail navigation for unmanned aerial vehicle operation within the forest canopy BT - Towards autonomous robotic systems PB - Lecture Notes in Computer Science. Springer International Publishing CY - Cham UR - https://doi.org/10.1007/978-3-319-96728-8_13 DO - 10.1007/978-3-319-96728-8_13 ID - Maciel-Pearson2018 ER - TY - JOUR AU - Mokroš, M. AU - Liang, X. AU - Surový, P. AU - Valent, P. AU - Čerňava, J. AU - Chudý, F. AU - Tunák, D. AU - Saloň, Š. AU - Merganič, J. PY - 2018 DA - 2018// TI - Evaluation of close-range photogrammetry image collection methods for estimating tree diameters JO - ISPRS Int J Geo Inf VL - 7 UR - https://doi.org/10.3390/ijgi7030093 DO - 10.3390/ijgi7030093 ID - Mokroš2018 ER - TY - JOUR AU - Morsdorf, F. AU - Eck, C. AU - Zgraggen, C. AU - Imbach, B. AU - Schneider, F. D. AU - Kükenbrink, D. PY - 2017 DA - 2017// TI - UAV-based LiDAR acquisition for the derivation of high-resolution forest and ground information JO - Lead Edge VL - 36 UR - https://doi.org/10.1190/tle36070566.1 DO - 10.1190/tle36070566.1 ID - Morsdorf2017 ER - TY - STD TI - Návar J (2010) Measurement and assessment methods of forest aboveground biomass: a literature review and the challenges ahead. Biomass. Sciyo, Rijeka, pp. 27–64 ID - ref28 ER - TY - JOUR AU - Paris, C. AU - Kelbe, D. AU - Aardt, J. AU - Bruzzone, L. PY - 2017 DA - 2017// TI - A novel automatic method for the fusion of ALS and TLS LiDAR data for robust assessment of tree crown structure JO - IEEE Trans Geosci Remote Sens VL - 55 UR - https://doi.org/10.1109/TGRS.2017.2675963 DO - 10.1109/TGRS.2017.2675963 ID - Paris2017 ER - TY - CHAP AU - Prakash, P. AU - Murti, C. AU - Nath, S. AU - Bhattacharyya, C. ED - Nayak, A. C. ED - Sharma, A. PY - 2019 DA - 2019// TI - Optimizing DNN architectures for high speed autonomous navigation in GPS denied environments on edge devices BT - PRICAI 2019: trends in artificial intelligence, lecture notes in Computer Science PB - Springer International Publishing CY - Cham UR - https://doi.org/10.1007/978-3-030-29911-8_36 DO - 10.1007/978-3-030-29911-8_36 ID - Prakash2019 ER - TY - JOUR AU - Pyörälä, J. AU - Saarinen, N. AU - Kankare, V. AU - Coops, N. C. AU - Liang, X. AU - Wang, Y. AU - Holopainen, M. AU - Hyyppä, J. AU - Vastaranta, M. PY - 2019 DA - 2019// TI - Variability of wood properties using airborne and terrestrial laser scanning JO - Remote Sens Environ VL - 235 UR - https://doi.org/10.1016/j.rse.2019.111474 DO - 10.1016/j.rse.2019.111474 ID - Pyörälä2019 ER - TY - JOUR AU - Roşca, S. AU - Suomalainen, J. AU - Bartholomeus, H. AU - Herold, M. PY - 2018 DA - 2018// TI - Comparing terrestrial laser scanning and unmanned aerial vehicle structure from motion to assess top of canopy structure in tropical forests JO - Interface Focus VL - 8 UR - https://doi.org/10.1098/rsfs.2017.0038 DO - 10.1098/rsfs.2017.0038 ID - Roşca2018 ER - TY - JOUR AU - Saarinen, N. AU - Kankare, V. AU - Vastaranta, M. AU - Luoma, V. AU - Pyörälä, J. AU - Tanhuanpää, T. AU - Liang, X. AU - Kaartinen, H. AU - Kukko, A. AU - Jaakkola, A. PY - 2017 DA - 2017// TI - Feasibility of terrestrial laser scanning for collecting stem volume information from single trees JO - ISPRS J Photogramm Remote Sens VL - 123 UR - https://doi.org/10.1016/j.isprsjprs.2016.11.012 DO - 10.1016/j.isprsjprs.2016.11.012 ID - Saarinen2017 ER - TY - STD TI - Shao J, Zhang W, Mellado N, Jin S, Cai S, Luo L, Yang L, Yan G, Zhou G (2020a) Single scanner BLS system for forest plot mapping. IEEE Trans Geosci Remote Sens:1–11. https://doi.org/10.1109/TGRS.2020.2999413 ID - ref34 ER - TY - JOUR AU - Shao, J. AU - Zhang, W. AU - Mellado, N. AU - Wang, N. AU - Jin, S. AU - Cai, S. AU - Luo, L. AU - Lejemble, T. AU - Yan, G. PY - 2020 DA - 2020// TI - SLAM-aided forest plot mapping combining terrestrial and mobile laser scanning JO - ISPRS J Photogramm Remote Sens VL - 163 UR - https://doi.org/10.1016/j.isprsjprs.2020.03.008 DO - 10.1016/j.isprsjprs.2020.03.008 ID - Shao2020 ER - TY - JOUR AU - Urbazaev, M. AU - Thiel, C. AU - Cremer, F. AU - Dubayah, R. AU - Migliavacca, M. AU - Reichstein, M. AU - Schmullius, C. PY - 2018 DA - 2018// TI - Estimation of forest aboveground biomass and uncertainties by integration of field measurements, airborne LiDAR, and SAR and optical satellite data in Mexico JO - Carbon Balance Manag VL - 13 UR - https://doi.org/10.1186/s13021-018-0093-5 DO - 10.1186/s13021-018-0093-5 ID - Urbazaev2018 ER - TY - JOUR AU - Wallace, L. AU - Hillman, S. AU - Reinke, K. AU - Hally, B. PY - 2017 DA - 2017// TI - Non-destructive estimation of above-ground surface and near-surface biomass using 3D terrestrial remote sensing techniques JO - Methods Ecol Evol VL - 8 UR - https://doi.org/10.1111/2041-210X.12759 DO - 10.1111/2041-210X.12759 ID - Wallace2017 ER - TY - JOUR AU - Wang, C. AU - Wang, J. AU - Shen, Y. AU - Zhang, X. PY - 2019 DA - 2019// TI - Autonomous navigation of UAVs in large-scale complex environments: a deep reinforcement learning approach JO - IEEE Trans Veh Technol VL - 68 UR - https://doi.org/10.1109/TVT.2018.2890773 DO - 10.1109/TVT.2018.2890773 ID - Wang2019 ER - TY - JOUR AU - Wang, Y. AU - Lehtomäki, M. AU - Liang, X. AU - Pyörälä, J. AU - Kukko, A. AU - Jaakkola, A. AU - Liu, J. AU - Feng, Z. AU - Chen, R. AU - Hyyppä, J. PY - 2019 DA - 2019// TI - Is field-measured tree height as reliable as believed – a comparison study of tree height estimates from field measurement, airborne laser scanning and terrestrial laser scanning in a boreal forest JO - ISPRS J Photogramm Remote Sens VL - 147 UR - https://doi.org/10.1016/j.isprsjprs.2018.11.008 DO - 10.1016/j.isprsjprs.2018.11.008 ID - Wang2019 ER - TY - JOUR AU - Wang, Y. AU - Pyörälä, J. AU - Liang, X. AU - Lehtomäki, M. AU - Kukko, A. AU - Yu, X. AU - Kaartinen, H. AU - Hyyppä, J. PY - 2019 DA - 2019// TI - In situ biomass estimation at tree and plot levels: what did data record and what did algorithms derive from terrestrial and aerial point clouds in boreal forest JO - Remote Sens Environ VL - 232 UR - https://doi.org/10.1016/j.rse.2019.111309 DO - 10.1016/j.rse.2019.111309 ID - Wang2019 ER - TY - JOUR AU - Wieser, M. AU - Mandlburger, G. AU - Hollaus, M. AU - Otepka, J. AU - Glira, P. AU - Pfeifer, N. PY - 2017 DA - 2017// TI - A case study of UAS borne laser scanning for measurement of tree stem diameter JO - Remote Sens VL - 9 UR - https://doi.org/10.3390/rs9111154 DO - 10.3390/rs9111154 ID - Wieser2017 ER - TY - JOUR AU - Wu, D. AU - Johansen, K. AU - Phinn, S. AU - Robson, A. PY - 2020 DA - 2020// TI - Suitability of airborne and terrestrial laser scanning for mapping tree crop structural metrics for improved orchard management JO - Remote Sens VL - 12 UR - https://doi.org/10.3390/rs12101647 DO - 10.3390/rs12101647 ID - Wu2020 ER -