Xiaofan Li, Lanying Wang, Haiyan Guan, Ke Chen, Yufu Zang & Yongtao Yu. (2023) Urban Tree Species Classification Using UAV-Based Multispectral Images and LiDAR Point Clouds. Journal of Geovisualization and Spatial Analysis 8:1.
Crossref
Anna Shcherbacheva, Mariana B. Campos, Yunsheng Wang, Xinlian Liang, Antero Kukko, Juha Hyyppä, Samuli Junttila, Anna Lintunen, Ilkka Korpela & Eetu Puttonen. (2024) A study of annual tree-wise LiDAR intensity patterns of boreal species observed using a hyper-temporal laser scanning time series. Remote Sensing of Environment 305, pages 114083.
Crossref
Narges Takhtkeshha, Gottfried Mandlburger, Fabio Remondino & Juha Hyyppä. (2024) Multispectral Light Detection and Ranging Technology and Applications: A Review. Sensors 24:5, pages 1669.
Crossref
Mikko Kukkonen, Timo Lähivaara & Petteri Packalen. (2024) Combination of Lidar Intensity and Texture Features Enable Accurate Prediction of Common Boreal Tree Species With Single Sensor UAS Data. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-8.
Crossref
Yi Xu, Tiejun Wang, Andrew K. Skidmore & Tawanda W. Gara. (2023) A Novel Approach to Match Individual Trees between Aerial Photographs and Airborne LiDAR Data. Remote Sensing 15:17, pages 4128.
Crossref
Jasmine Bayrooti, Noah Goodman & Alex Tamkin. (2023) Multispectral Contrastive Learning with Viewmaker Networks. Multispectral Contrastive Learning with Viewmaker Networks.
Katrina Ariel Henn & Alicia Peduzzi. (2023) Biomass Estimation of Urban Forests Using LiDAR and High-Resolution Aerial Imagery in Athens–Clarke County, GA. Forests 14:5, pages 1064.
Crossref
Su Rina, Hong Ying, Yu Shan, Wala Du, Yang Liu, Rong Li & Dingzhu Deng. (2023) Application of Machine Learning to Tree Species Classification Using Active and Passive Remote Sensing: A Case Study of the Duraer Forestry Zone. Remote Sensing 15:10, pages 2596.
Crossref
Christoffer R. Axelsson, Eva Lindberg, Henrik J. Persson & Johan Holmgren. (2023) The use of dual-wavelength airborne laser scanning for estimating tree species composition and species-specific stem volumes in a boreal forest. International Journal of Applied Earth Observation and Geoinformation 118, pages 103251.
Crossref
Miguel Ángel Lara-Gómez, Rafael M. Navarro-Cerrillo, Inmaculada Clavero Rumbao & Guillermo Palacios-Rodríguez. (2023) Comparison of Errors Produced by ABA and ITC Methods for the Estimation of Forest Inventory Attributes at Stand and Tree Level in Pinus radiata Plantations in Chile. Remote Sensing 15:6, pages 1544.
Crossref
Juepeng Zheng, Shuai Yuan, Wenzhao Wu, Weijia Li, Le Yu, Haohuan Fu & David Coomes. (2023) Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean. Remote Sensing of Environment 287, pages 113485.
Crossref
Xinyuan Wang, Jing Zhen & Qingkai MengXinyuan Wang, Jing Zhen & Qingkai Meng. 2023. Spatial Observation of Giant Panda Habitat. Spatial Observation of Giant Panda Habitat
27
82
.
Raphael Trouvé, Ruizhu Jiang, Melissa Fedrigo, Matt D. White, Sabine Kasel, Patrick J. Baker & Craig R. Nitschke. (2022) Combining Environmental, Multispectral, and LiDAR Data Improves Forest Type Classification: A Case Study on Mapping Cool Temperate Rainforests and Mixed Forests. Remote Sensing 15:1, pages 60.
Crossref
Xugang Lian, Hailang Zhang, Wu Xiao, Yunping Lei, Linlin Ge, Kai Qin, Yuanwen He, Quanyi Dong, Longfei Li, Yu Han, Haodi Fan, Yu Li, Lifan Shi & Jiang Chang. (2022) Biomass Calculations of Individual Trees Based on Unmanned Aerial Vehicle Multispectral Imagery and Laser Scanning Combined with Terrestrial Laser Scanning in Complex Stands. Remote Sensing 14:19, pages 4715.
Crossref
Guoli Zhou, Zhongyun Ni, Yinbing Zhao & Junwei Luan. (2022) Identification of Bamboo Species Based on Extreme Gradient Boosting (XGBoost) Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery. Sensors 22:14, pages 5434.
Crossref
Sara Beery, Guanhang Wu, Trevor Edwards, Filip Pavetic, Bo Majewski, Shreyasee Mukherjee, Stanley Chan, John Morgan, Vivek Rathod & Jonathan Huang. (2022) The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift. The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift.
Edmund J. Zlonis, Ram Deo & James B. Berdeen. (2021) LiDAR and multispectral imagery predict the occurrence of tree cavities suitable for a cavity‐nesting duck. Remote Sensing in Ecology and Conservation 8:2, pages 191-207.
Crossref
Zehra Cetin & Naci Yastikli. (2022) The Use of Machine Learning Algorithms in Urban Tree Species Classification. ISPRS International Journal of Geo-Information 11:4, pages 226.
Crossref
Janne Raty, Petri Varvia, Lauri Korhonen, Pekka Savolainen, Matti Maltamo & Petteri Packalen. (2022) A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest Inventories. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-14.
Crossref
Yantian Wang, Xiaohuan Xi, Cheng Wang, Xuebo Yang, Pu Wang, Sheng Nie & Meng Du. (2022) A Novel Method Based on Kernel Density for Estimating Crown Base Height Using UAV-Borne LiDAR Data. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Aaron M. Sparks & Alistair M.S. Smith. (2021) Accuracy of a LiDAR-Based Individual Tree Detection and Attribute Measurement Algorithm Developed to Inform Forest Products Supply Chain and Resource Management. Forests 13:1, pages 3.
Crossref
Agnieszka Kamińska, Maciej Lisiewicz & Krzysztof Stereńczak. (2021) Single Tree Classification Using Multi-Temporal ALS Data and CIR Imagery in Mixed Old-Growth Forest in Poland. Remote Sensing 13:24, pages 5101.
Crossref
S. E. Nkosi, E. Adam, A. S. Barrett & L. R. Brown. (2021) Mapping the spatial distribution of tree species selected by elephants (Loxodonta africana) in Venetia-Limpopo Nature Reserve using Sentinel-2 imagery. Applied Geomatics 13:4, pages 701-713.
Crossref
Rafael Hologa, Konstantin Scheffczyk, Christoph Dreiser & Stefanie Gärtner. (2021) Tree Species Classification in a Temperate Mixed Mountain Forest Landscape Using Random Forest and Multiple Datasets. Remote Sensing 13:22, pages 4657.
Crossref
Sean Hartling, Vasit Sagan, Maitiniyazi Maimaitijiang, William Dannevik & Robert Pasken. (2021) Estimating tree-related power outages for regional utility network using airborne LiDAR data and spatial statistics. International Journal of Applied Earth Observation and Geoinformation 100, pages 102330.
Crossref
Anton Kuzmin, Lauri Korhonen, Sonja Kivinen, Pekka Hurskainen, Pasi Korpelainen, Topi Tanhuanpää, Matti Maltamo, Petteri Vihervaara & Timo Kumpula. (2021) Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests. Remote Sensing 13:9, pages 1723.
Crossref
Wenbing Xu, Susu Deng, Dan Liang & Xiaojun Cheng. (2021) A Crown Morphology-Based Approach to Individual Tree Detection in Subtropical Mixed Broadleaf Urban Forests Using UAV LiDAR Data. Remote Sensing 13:7, pages 1278.
Crossref
Thomas Knoke, Mengistie Kindu, Thomas Schneider & Terje Gobakken. (2021) Inventory of Forest Attributes to Support the Integration of Non-provisioning Ecosystem Services and Biodiversity into Forest Planning—from Collecting Data to Providing Information. Current Forestry Reports 7:1, pages 38-58.
Crossref
Ali Khalighifar, Rafe M. Brown, Johana Goyes Vallejos & A. Townsend Peterson. (2021) Deep learning improves acoustic biodiversity monitoring and new candidate forest frog species identification (genus Platymantis) in the Philippines. Biodiversity and Conservation 30:3, pages 643-657.
Crossref
M. MaltamoP. PackalenA. Kangas. (2021) From comprehensive field inventories to remotely sensed wall-to-wall stand attribute data — a brief history of management inventories in the Nordic countries. Canadian Journal of Forest Research 51:2, pages 257-266.
Crossref
Maja Michałowska & Jacek Rapiński. (2021) A Review of Tree Species Classification Based on Airborne LiDAR Data and Applied Classifiers. Remote Sensing 13:3, pages 353.
Crossref
Veerle Plakman, Thomas Janssen, Nienke Brouwer & Sander Veraverbeke. (2020) Mapping Species at an Individual-Tree Scale in a Temperate Forest, Using Sentinel-2 Images, Airborne Laser Scanning Data, and Random Forest Classification. Remote Sensing 12:22, pages 3710.
Crossref
Agnieszka Kamińska, Maciej Lisiewicz, Bartłomiej Kraszewski & Krzysztof Stereńczak. (2020) Habitat and stand factors related to spatial dynamics of Norway spruce dieback driven by Ips typographus (L.) in the Białowieża Forest District. Forest Ecology and Management 476, pages 118432.
Crossref
Zhong Xu, Xin Shen, Lin Cao, Nicholas C. Coops, Tristan R.H. Goodbody, Tai Zhong, Weidong Zhao, Qinglei Sun, Sang Ba, Zhengnan Zhang & Xiangqian Wu. (2020) Tree species classification using UAS-based digital aerial photogrammetry point clouds and multispectral imageries in subtropical natural forests. International Journal of Applied Earth Observation and Geoinformation 92, pages 102173.
Crossref
Mathieu Varin, Bilel Chalghaf & Gilles Joanisse. (2020) Object-Based Approach Using Very High Spatial Resolution 16-Band WorldView-3 and LiDAR Data for Tree Species Classification in a Broadleaf Forest in Quebec, Canada. Remote Sensing 12:18, pages 3092.
Crossref
Fang Fang, Brenden E. McNeil, Timothy A. Warner, Aaron E. Maxwell, Gregory A. Dahle, Earl Eutsler & Junli Li. (2020) Discriminating tree species at different taxonomic levels using multi-temporal WorldView-3 imagery in Washington D.C., USA. Remote Sensing of Environment 246, pages 111811.
Crossref
S. Briechle, N. Molitor, P. Krzystek & G. Vosselman. (2020) Detection of radioactive waste sites in the Chornobyl exclusion zone using UAV-based lidar data and multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing 167, pages 345-362.
Crossref
Arto Viinikka, Pekka Hurskainen, Sarita Keski-Saari, Sonja Kivinen, Topi Tanhuanpää, Janne Mäyrä, Laura Poikolainen, Petteri Vihervaara & Timo Kumpula. (2020) Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data. Remote Sensing 12:16, pages 2610.
Crossref
Zhaohui Yang, Qingwang Liu, Peng Luo, Qiaolin Ye, Guangshuang Duan, Ram P. Sharma, Huiru Zhang, Guangxing Wang & Liyong Fu. (2020) Prediction of Individual Tree Diameter and Height to Crown Base Using Nonlinear Simultaneous Regression and Airborne LiDAR Data. Remote Sensing 12:14, pages 2238.
Crossref
Ulas Yunus Ozkan, Tufan Demirel, Ibrahim Ozdemir, Serhun Saglam & Ahmet Mert. (2020) Examining LiDAR – WorldView-3 data synergy to generate a detailed stand map in a mixed forest in the north-west of Turkey. Advances in Space Research 65:11, pages 2608-2621.
Crossref
Sonja Kivinen, Elina Koivisto, Sarita Keski-Saari, Laura Poikolainen, Topi Tanhuanpää, Anton Kuzmin, Arto Viinikka, Risto K. Heikkinen, Juha Pykälä, Raimo Virkkala, Petteri Vihervaara & Timo Kumpula. (2020) A keystone species, European aspen (Populus tremula L.), in boreal forests: Ecological role, knowledge needs and mapping using remote sensing. Forest Ecology and Management 462, pages 118008.
Crossref
Megan W. Lang, Vincent Kim, Gregory W. McCarty, Xia Li, In-Young Yeo, Chengquan Huang & Ling Du. (2020) Improved Detection of Inundation below the Forest Canopy using Normalized LiDAR Intensity Data. Remote Sensing 12:4, pages 707.
Crossref
Peter Krzystek, Alla Serebryanyk, Claudius Schnörr, Jaroslav Červenka & Marco Heurich. (2020) Large-Scale Mapping of Tree Species and Dead Trees in Šumava National Park and Bavarian Forest National Park Using Lidar and Multispectral Imagery. Remote Sensing 12:4, pages 661.
Crossref
Yifang Shi, Tiejun Wang, Andrew K. Skidmore & Marco Heurich. (2020) Improving LiDAR-based tree species mapping in Central European mixed forests using multi-temporal digital aerial colour-infrared photographs. International Journal of Applied Earth Observation and Geoinformation 84, pages 101970.
Crossref
Jane J. Meiforth, Henning Buddenbaum, Joachim Hill, James Shepherd & David A. Norton. (2019) Detection of New Zealand Kauri Trees with AISA Aerial Hyperspectral Data for Use in Multispectral Monitoring. Remote Sensing 11:23, pages 2865.
Crossref
Patrick A. Fekety, Rema B. Sadak, Joel D. Sauder, Andrew T. Hudak & Michael J. Falkowski. (2019) Predicting forest understory habitat for Canada lynx using LIDAR data. Wildlife Society Bulletin 43:4, pages 619-629.
Crossref
Nina Amiri, Peter Krzystek, Marco Heurich & Andrew Skidmore. (2019) Classification of Tree Species as Well as Standing Dead Trees Using Triple Wavelength ALS in a Temperate Forest. Remote Sensing 11:22, pages 2614.
Crossref
Rafael M. Navarro-Cerrillo, Mª Ángeles Varo-Martínez, Cristina Acosta, Guillermo Palacios Rodriguez, Rafael Sánchez-Cuesta & Francisco J. Ruiz Gómez. (2019) Integration of WorldView-2 and airborne laser scanning data to classify defoliation levels in Quercus ilex L. Dehesas affected by root rot mortality: Management implications. Forest Ecology and Management 451, pages 117564.
Crossref
Qiu, Wang, Zou, Yang, Xie, Xu & Zhong. (2019) Finer Resolution Estimation and Mapping of Mangrove Biomass Using UAV LiDAR and WorldView-2 Data. Forests 10:10, pages 871.
Crossref
Johannes Schumacher, Margret Rattay, Melanie Kirchhöfer, Petra Adler & Gerald Kändler. (2019) Combination of Multi-Temporal Sentinel 2 Images and Aerial Image Based Canopy Height Models for Timber Volume Modelling. Forests 10:9, pages 746.
Crossref
Aleksandra Besser, Jan K. Kazak, Małgorzata Świąder & Szymon Szewrański. (2019) A Customized Decision Support System for Renewable Energy Application by Housing Association. Sustainability 11:16, pages 4377.
Crossref
Anandakumar M. Ramiya, Rama Rao Nidamanuri & Ramakrishnan Krishnan. (2019) Individual tree detection from airborne laser scanning data based on supervoxels and local convexity. Remote Sensing Applications: Society and Environment 15, pages 100242.
Crossref
Chen Shang, Paul Treitz, John Caspersen & Trevor Jones. (2019) Estimation of forest structural and compositional variables using ALS data and multi-seasonal satellite imagery. International Journal of Applied Earth Observation and Geoinformation 78, pages 360-371.
Crossref
Ángela Blázquez-Casado, Rafael Calama, Manuel Valbuena, Marta Vergarechea & Francisco Rodríguez. (2019) Combining low-density LiDAR and satellite images to discriminate species in mixed Mediterranean forest. Annals of Forest Science 76:2.
Crossref
Md Mizanur Rahman, David Lagomasino, SeungKuk Lee, Temilola Fatoyinbo, Imran Ahmed & Mamoru Kanzaki. (2019)
Improved assessment of mangrove forests in Sundarbans East Wildlife Sanctuary using WorldView 2 and Tan
DEM
‐X high resolution imagery
. Remote Sensing in Ecology and Conservation 5:2, pages 136-149.
Crossref
Ewa Grabska, Patrick Hostert, Dirk Pflugmacher & Katarzyna Ostapowicz. (2019) Forest Stand Species Mapping Using the Sentinel-2 Time Series. Remote Sensing 11:10, pages 1197.
Crossref
Julia Marrs & Wenge Ni-Meister. (2019) Machine Learning Techniques for Tree Species Classification Using Co-Registered LiDAR and Hyperspectral Data. Remote Sensing 11:7, pages 819.
Crossref
Yaneev Golombek & Wesley E. Marshall. (2019) Use of Aerial LiDAR in Measuring Streetscape and Street Trees. Transportation Research Record: Journal of the Transportation Research Board 2673:4, pages 125-135.
Crossref
Jianping Li, Bisheng Yang, Yangzi Cong, Lin Cao, Xiaoyao Fu & Zhen Dong. (2019) 3D Forest Mapping Using A Low-Cost UAV Laser Scanning System: Investigation and Comparison. Remote Sensing 11:6, pages 717.
Crossref
Jiří Prošek & Petra Šímová. (2019) UAV for mapping shrubland vegetation: Does fusion of spectral and vertical information derived from a single sensor increase the classification accuracy?. International Journal of Applied Earth Observation and Geoinformation 75, pages 151-162.
Crossref
Aravind Harikumar, Francesca Bovolo & Lorenzo Bruzzone. (2019) A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 57:2, pages 1168-1182.
Crossref
Bruna Paolinelli Reis, Sebastião Venâncio Martins, Elpídio Inácio Fernandes Filho, Tathiane Santi Sarcinelli, José Marinaldo Gleriani, Helio Garcia Leite & Melinda Halassy. (2019) Forest restoration monitoring through digital processing of high resolution images. Ecological Engineering 127, pages 178-186.
Crossref
Zhuli Xie, Yaoliang Chen, Dengsheng Lu, Guiying Li & Erxue Chen. (2019) Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data. Remote Sensing 11:2, pages 164.
Crossref
Chih-Wei Lin, Qilu Ding, Wei-Hao Tu, Jia-Hang Huang & Jin-Fu Liu. (2019) Fourier Dense Network to Conduct Plant Classification Using UAV-Based Optical Images. IEEE Access 7, pages 17736-17749.
Crossref
Elias Ganivet & Mark Bloomberg. (2019) Towards rapid assessments of tree species diversity and structure in fragmented tropical forests: A review of perspectives offered by remotely-sensed and field-based data. Forest Ecology and Management 432, pages 40-53.
Crossref
Kepu Wang, Tiejun Wang & Xuehua Liu. (2018) A Review: Individual Tree Species Classification Using Integrated Airborne LiDAR and Optical Imagery with a Focus on the Urban Environment. Forests 10:1, pages 1.
Crossref
Agnieszka Kamińska, Maciej Lisiewicz, Krzysztof Stereńczak, Bartłomiej Kraszewski & Rafał Sadkowski. (2018) Species-related single dead tree detection using multi-temporal ALS data and CIR imagery. Remote Sensing of Environment 219, pages 31-43.
Crossref
Jussi Peuhkurinen, Timo Tokola, Kseniia Plevak, Sanna Sirparanta, Alexander Kedrov & Sergey Pyankov. (2018) Predicting Tree Diameter Distributions from Airborne Laser Scanning, SPOT 5 Satellite, and Field Sample Data in the Perm Region, Russia. Forests 9:10, pages 639.
Crossref
Aravind Harikumar, Claudia Paris, Francesca Bovolo & Lorenzo Bruzzone. (2018) A novel data-driven approach to tree species classification using high density multireturn airborne lidar data. A novel data-driven approach to tree species classification using high density multireturn airborne lidar data.
Jan Komárek, Tomáš Klouček & Jiří Prošek. (2018) The potential of Unmanned Aerial Systems: A tool towards precision classification of hard-to-distinguish vegetation types?. International Journal of Applied Earth Observation and Geoinformation 71, pages 9-19.
Crossref
Ramesh Kestur, Akanksha Angural, Bazila Bashir, S. N. Omkar, Gautham Anand & M. B. Meenavathi. (2018) Tree Crown Detection, Delineation and Counting in UAV Remote Sensed Images: A Neural Network Based Spectral–Spatial Method. Journal of the Indian Society of Remote Sensing 46:6, pages 991-1004.
Crossref
Xinyu Ren, Yulin Zhan, Tao Yu, Xingfa Gu, Yazhou Zhang, Dakang Wang & Xinran Chen. (2018) Identifying ginkgo trees using spectrum and texture time series from very high resolution satellite data. Journal of Applied Remote Sensing 12:02, pages 1.
Crossref
Laiping Luo, Qiuping Zhai, Yanjun Su, Qin Ma, Maggi Kelly & Qinghua Guo. (2018) Simple method for direct crown base height estimation of individual conifer trees using airborne LiDAR data. Optics Express 26:10, pages A562.
Crossref
Arvid Axelsson, Eva Lindberg & Håkan Olsson. (2018) Exploring Multispectral ALS Data for Tree Species Classification. Remote Sensing 10:3, pages 183.
Crossref
Wenzhi Liao, Frieke Van Coillie, Lianru Gao, Liwei Li, Bing Zhang & Jocelyn Chanussot. (2018) Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping. IEEE Access 6, pages 68716-68729.
Crossref
Brindusa Cristina Budei, Benoît St-Onge, Chris Hopkinson & Félix-Antoine Audet. (2018) Identifying the genus or species of individual trees using a three-wavelength airborne lidar system. Remote Sensing of Environment 204, pages 632-647.
Crossref
Jan Tigges & Tobia Lakes. (2017) High resolution remote sensing for reducing uncertainties in urban forest carbon offset life cycle assessments. Carbon Balance and Management 12:1.
Crossref
R. Valbuena, A. Hernando, J.A. Manzanera, E.B. Görgens, D.R.A. Almeida, F. Mauro, A. García-Abril & D.A. Coomes. (2017) Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation. Ecological Modelling 366, pages 15-26.
Crossref
Susana Baena, Justin Moat, Oliver Whaley & Doreen S. Boyd. (2017) Identifying species from the air: UAVs and the very high resolution challenge for plant conservation. PLOS ONE 12:11, pages e0188714.
Crossref
Rosmarie Blomley, Aarne Hovi, Martin Weinmann, Stefan Hinz, Ilkka Korpela & Boris Jutzi. (2017) Tree species classification using within crown localization of waveform LiDAR attributes. ISPRS Journal of Photogrammetry and Remote Sensing 133, pages 142-156.
Crossref
Alex Okiemute Onojeghuo & Ajoke Ruth Onojeghuo. (2017) Object-based habitat mapping using very high spatial resolution multispectral and hyperspectral imagery with LiDAR data. International Journal of Applied Earth Observation and Geoinformation 59, pages 79-91.
Crossref
Yajie Wang & Dengsheng Lu. (2017) Mapping Torreya grandis Spatial Distribution Using High Spatial Resolution Satellite Imagery with the Expert Rules-Based Approach. Remote Sensing 9:6, pages 564.
Crossref
Aravind Harikumar, Francesca Bovolo & Lorenzo Bruzzone. (2017) An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 55:5, pages 2924-2940.
Crossref
Jian Yang, Yuhong He, John P. Caspersen & Trevor A. Jones. (2017) Delineating Individual Tree Crowns in an Uneven-Aged, Mixed Broadleaf Forest Using Multispectral Watershed Segmentation and Multiscale Fitting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:4, pages 1390-1401.
Crossref
Maroš Sedliak, Ivan Sačkov & Ladislav Kulla. (2017) Classification of tree species composition using a combination of multispectral imagery and airborne laser scanning data. Central European Forestry Journal 63:1, pages 1-9.
Crossref
Eva Lindberg & Johan Holmgren. (2017) Individual Tree Crown Methods for 3D Data from Remote Sensing. Current Forestry Reports 3:1, pages 19-31.
Crossref
Jonathan Dash, Grant Pearse, Michael Watt & Thomas Paul. (2017) Combining Airborne Laser Scanning and Aerial Imagery Enhances Echo Classification for Invasive Conifer Detection. Remote Sensing 9:2, pages 156.
Crossref
Azadeh Abdollahnejad, Dimitrios Panagiotidis, Shaban Shataee Joybari & Peter Surový. (2017) Prediction of Dominant Forest Tree Species Using QuickBird and Environmental Data. Forests 8:2, pages 42.
Crossref
Ville Kankare, Markus Holopainen, Mikko Vastaranta, Xinlian Liang, Xiaowei Yu, Harri Kaartinen, Antero Kukko & Juha Hyyppä. 2017. The Rise of Big Spatial Data. The Rise of Big Spatial Data
183
195
.
Connie Ko & Tarmo K. Remmel. 2017. Mapping Forest Landscape Patterns. Mapping Forest Landscape Patterns
147
185
.
Janne Räty, Jari Vauhkonen, Matti Maltamo & Timo Tokola. (2016) On the potential to predetermine dominant tree species based on sparse-density airborne laser scanning data for improving subsequent predictions of species-specific timber volumes. Forest Ecosystems 3:1.
Crossref
Fabian Ewald Fassnacht, Hooman Latifi, Krzysztof Stereńczak, Aneta Modzelewska, Michael Lefsky, Lars T. Waser, Christoph Straub & Aniruddha Ghosh. (2016) Review of studies on tree species classification from remotely sensed data. Remote Sensing of Environment 186, pages 64-87.
Crossref
N.T. Boelman, J.D. Holbrook, H.E. Greaves, J.S. Krause, H.E. Chmura, T.S. Magney, J.H. Perez, J.U.H. Eitel, L. Gough, K.T. Vierling, J.C. Wingfield & L.A. Vierling. (2016) Airborne laser scanning and spectral remote sensing give a bird's eye perspective on arctic tundra breeding habitat at multiple spatial scales. Remote Sensing of Environment 184, pages 337-349.
Crossref
David Sheeren, Mathieu Fauvel, Veliborka Josipović, Maïlys Lopes, Carole Planque, Jérôme Willm & Jean-François Dejoux. (2016) Tree Species Classification in Temperate Forests Using Formosat-2 Satellite Image Time Series. Remote Sensing 8:9, pages 734.
Crossref
Jie Zhang, Jining Yan, Yan Ma, Dong Xu, Pengfei Li & Wei Jie. (2016) Infrastructures and services for remote sensing data production management across multiple satellite data centers. Cluster Computing 19:3, pages 1243-1260.
Crossref
Connie Ko, Gunho Sohn, Tarmo Remmel & John Miller. (2016) Maximizing the Diversity of Ensemble Random Forests for Tree Genera Classification Using High Density LiDAR Data. Remote Sensing 8:8, pages 646.
Crossref
Topi Tanhuanpää, Ninni Saarinen, Ville Kankare, Kimmo Nurminen, Mikko Vastaranta, Eija Honkavaara, Mika Karjalainen, Xiaowei Yu, Markus Holopainen & Juha Hyyppä. (2016) Evaluating the Performance of High-Altitude Aerial Image-Based Digital Surface Models in Detecting Individual Tree Crowns in Mature Boreal Forests. Forests 7:12, pages 143.
Crossref
Erik Næsset. (2016) Discrimination between Ground Vegetation and Small Pioneer Trees in the Boreal-Alpine Ecotone Using Intensity Metrics Derived from Airborne Laser Scanner Data. Remote Sensing 8:7, pages 548.
Crossref
Yongmin Kim. (2016) Generation of Land Cover Maps through the Fusion of Aerial Images and Airborne LiDAR Data in Urban Areas. Remote Sensing 8:6, pages 521.
Crossref
Zhengyang HouQing XuJari VauhkonenMatti MaltamoTimo Tokola. (2016) Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanning. Canadian Journal of Forest Research 46:6, pages 753-765.
Crossref
Laurel Ballanti, Leonhard Blesius, Ellen Hines & Bill Kruse. (2016) Tree Species Classification Using Hyperspectral Imagery: A Comparison of Two Classifiers. Remote Sensing 8:6, pages 445.
Crossref
Wei Hou & Ulrich Walz. (2016) An integrated approach for landscape contrast analysis with particular consideration of small habitats and ecotones. Nature Conservation 14, pages 25-39.
Crossref
Tuan Le, Danial Kholdi, Hongjie Xie, Bing Dong & Rolando Vega. (2016) LiDAR-Based Solar Mapping for Distributed Solar Plant Design and Grid Integration in San Antonio, Texas. Remote Sensing 8:3, pages 247.
Crossref
R. Valbuena, M. Maltamo & P. Packalen. (2016) Classification of forest development stages from national low-density lidar datasets: a comparison of machine learning methods. Revista de Teledetección:45, pages 15.
Crossref
Mingzhu Wang, Hsing-Chung Chang, John R. Merrick & Marco Amati. (2016) Assessment of solar radiation reduction from urban forests on buildings along highway corridors in Sydney. Urban Forestry & Urban Greening 15, pages 225-235.
Crossref
Thomas Baldauf & Mariano Garcia. 2016. Tropical Forestry Handbook. Tropical Forestry Handbook
635
661
.
Siamak Khorram, Cynthia F. van der Wiele, Frank H. Koch, Stacy A. C. Nelson & Matthew D. PottsSiamak Khorram, Cynthia F. van der Wiele, Frank H. Koch, Stacy A. C. Nelson & Matthew D. Potts. 2016. Principles of Applied Remote Sensing. Principles of Applied Remote Sensing
69
124
.
Shezhou Luo, Cheng Wang, Xiaohuan Xi, Hongcheng Zeng, Dong Li, Shaobo Xia & Pinghua Wang. (2015) Fusion of Airborne Discrete-Return LiDAR and Hyperspectral Data for Land Cover Classification. Remote Sensing 8:1, pages 3.
Crossref
Jian Yang, Trevor Jones, John Caspersen & Yuhong He. (2015) Object-Based Canopy Gap Segmentation and Classification: Quantifying the Pros and Cons of Integrating Optical and LiDAR Data. Remote Sensing 7:12, pages 15917-15932.
Crossref
Benoît St-Onge, Félix-Antoine Audet & Jean Bégin. (2015) Characterizing the Height Structure and Composition of a Boreal Forest Using an Individual Tree Crown Approach Applied to Photogrammetric Point Clouds. Forests 6:12, pages 3899-3922.
Crossref
Terje Kristensen, Erik Næsset, Mikael Ohlson, Paul V. Bolstad & Randall Kolka. (2015) Mapping Above- and Below-Ground Carbon Pools in Boreal Forests: The Case for Airborne Lidar. PLOS ONE 10:10, pages e0138450.
Crossref
Ville Kankare, Xinlian Liang, Mikko Vastaranta, Xiaowei Yu, Markus Holopainen & Juha Hyyppä. (2015) Diameter distribution estimation with laser scanning based multisource single tree inventory. ISPRS Journal of Photogrammetry and Remote Sensing 108, pages 161-171.
Crossref
Cong Xu, Justin Morgenroth & Bruce Manley. (2015) Integrating Data from Discrete Return Airborne LiDAR and Optical Sensors to Enhance the Accuracy of Forest Description: A Review. Current Forestry Reports 1:3, pages 206-219.
Crossref
Sebastian Lamprecht, Johannes Stoffels, Sandra Dotzler, Erik Haß & Thomas Udelhoven. (2015) aTrunk—An ALS-Based Trunk Detection Algorithm. Remote Sensing 7:8, pages 9975-9997.
Crossref
Santiago Martín-AlcónLluís CollMiquel De CáceresLídia GuitartMariló CabréAriadna JustJosé Ramón González-Olabarría. (2015) Combining aerial LiDAR and multispectral imagery to assess postfire regeneration types in a Mediterranean forest. Canadian Journal of Forest Research 45:7, pages 856-866.
Crossref
Yogendra K. Karna, Yousif Ali Hussin, Hammad Gilani, M.C. Bronsveld, M.S.R. Murthy, Faisal Mueen Qamer, Bhaskar Singh Karky, Thakur Bhattarai, Xu Aigong & Chitra Bahadur Baniya. (2015) Integration of WorldView-2 and airborne LiDAR data for tree species level carbon stock mapping in Kayar Khola watershed, Nepal. International Journal of Applied Earth Observation and Geoinformation 38, pages 280-291.
Crossref
Chinsu Lin, Sorin C. Popescu, Gavin Thomson, Khongor Tsogt & Chein-I Chang. (2015) Classification of Tree Species in Overstorey Canopy of Subtropical Forest Using QuickBird Images. PLOS ONE 10:5, pages e0125554.
Crossref
Nina M. Varney & Vijayan K. Asari. Volume component analysis for classification of LiDAR data. Volume component analysis for classification of LiDAR data.
Adélia M.O. Sousa, Ana Cristina Gonçalves, Paulo Mesquita & José R. Marques da Silva. (2015) Biomass estimation with high resolution satellite images: A case study of Quercus rotundifolia. ISPRS Journal of Photogrammetry and Remote Sensing 101, pages 69-79.
Crossref
Even Bergseng, Hans Ole Ørka, Erik Næsset & Terje Gobakken. (2014) Assessing forest inventory information obtained from different inventory approaches and remote sensing data sources. Annals of Forest Science 72:1, pages 33-45.
Crossref
Thomas Baldauf & Mariano Garcia. 2014. Tropical Forestry Handbook. Tropical Forestry Handbook
1
24
.
Thomas Baldauf, Abner Josue Jimenez Galo & Mariano Garcia. 2014. Tropical Forestry Handbook. Tropical Forestry Handbook
1
10
.
Karen Lone, Floris M. van Beest, Atle Mysterud, Terje Gobakken, Jos M. Milner, Hans-Petter Ruud & Leif Egil Loe. (2014) Improving broad scale forage mapping and habitat selection analyses with airborne laser scanning: the case of moose. Ecosphere 5:11, pages 1-22.
Crossref
Hossein Torabzadeh, Felix Morsdorf & Michael E. Schaepman. (2014) Fusion of imaging spectroscopy and airborne laser scanning data for characterization of forest ecosystems – A review. ISPRS Journal of Photogrammetry and Remote Sensing 97, pages 25-35.
Crossref
John A. Stanturf, Brian J. Palik & R. Kasten Dumroese. (2014) Contemporary forest restoration: A review emphasizing function. Forest Ecology and Management 331, pages 292-323.
Crossref
Nina M. Varney & Vijayan K. Asari. (2014) Volumetrie features for object region classification in 3D LiDAR point clouds. Volumetrie features for object region classification in 3D LiDAR point clouds.
Anahita Khosravipour, Andrew K. Skidmore, Martin Isenburg, Tiejun Wang & Yousif A. Hussin. (2014) Generating Pit-free Canopy Height Models from Airborne Lidar. Photogrammetric Engineering & Remote Sensing 80:9, pages 863-872.
Crossref
Piotr Tompalski, Nicholas C. Coops, Joanne C. White & Michael A. Wulder. (2014) Simulating the impacts of error in species and height upon tree volume derived from airborne laser scanning data. Forest Ecology and Management 327, pages 167-177.
Crossref
Eva Lindberg, Lothar Eysn, Markus Hollaus, Johan Holmgren & Norbert Pfeifer. (2014) Delineation of Tree Crowns and Tree Species Classification From Full-Waveform Airborne Laser Scanning Data Using 3-D Ellipsoidal Clustering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7:7, pages 3174-3181.
Crossref
Xiaohui Yang, Nadia Rochdi, Jinkai Zhang, James Banting, David Rolfson, Chelsea King, Karl Staenz, Shane Patterson & Brett Purdy. (2014) Mapping tree species in a boreal forest area using RapidEye and LiDAR data. Mapping tree species in a boreal forest area using RapidEye and LiDAR data.
Zhenyu Zhang, Xiaoye Liu & Wendy Wright. (2014) Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery. Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery.
Michael Alonzo, Bodo Bookhagen & Dar A. Roberts. (2014) Urban tree species mapping using hyperspectral and lidar data fusion. Remote Sensing of Environment 148, pages 70-83.
Crossref
J. E. Luther, R. Skinner, R. A. Fournier, O. R. van Lier, W. W. Bowers, J.-F. Cote, C. Hopkinson & T. Moulton. (2013) Predicting wood quantity and quality attributes of balsam fir and black spruce using airborne laser scanner data. Forestry 87:2, pages 313-326.
Crossref
James E. Garabedian, Robert J. McGaughey, Stephen E. Reutebuch, Bernard R. Parresol, John C. Kilgo, Christopher E. Moorman & M. Nils Peterson. (2014) Quantitative analysis of woodpecker habitat using high-resolution airborne LiDAR estimates of forest structure and composition. Remote Sensing of Environment 145, pages 68-80.
Crossref
Yongmin Kim & Yongil Kim. (2014) Improved Classification Accuracy Based on the Output-Level Fusion of High-Resolution Satellite Images and Airborne LiDAR Data in Urban Area. IEEE Geoscience and Remote Sensing Letters 11:3, pages 636-640.
Crossref
Jari Vauhkonen, Hans Ole Ørka, Johan Holmgren, Michele Dalponte, Johannes Heinzel & Barbara Koch. 2014. Forestry Applications of Airborne Laser Scanning. Forestry Applications of Airborne Laser Scanning
135
156
.
Rubén Valbuena. 2014. Forestry Applications of Airborne Laser Scanning. Forestry Applications of Airborne Laser Scanning
63
88
.
Robin Engler, Lars T. Waser, Niklaus E. Zimmermann, Marcus Schaub, Savvas Berdos, Christian Ginzler & Achilleas Psomas. (2013) Combining ensemble modeling and remote sensing for mapping individual tree species at high spatial resolution. Forest Ecology and Management 310, pages 64-73.
Crossref
Paras Pant, Ville Heikkinen, Aarne Hovi, Ilkka Korpela, Markku Hauta-Kasari & Timo Tokola. (2013) Evaluation of simulated bands in airborne optical sensors for tree species identification. Remote Sensing of Environment 138, pages 27-37.
Crossref
J. Vauhkonen, T. Hakala, J. Suomalainen, S. Kaasalainen, O. Nevalainen, M. Vastaranta, M. Holopainen & J. Hyyppa. (2013) Classification of Spruce and Pine Trees Using Active Hyperspectral LiDAR. IEEE Geoscience and Remote Sensing Letters 10:5, pages 1138-1141.
Crossref
Jan Tigges, Tobia Lakes & Patrick Hostert. (2013) Urban vegetation classification: Benefits of multitemporal RapidEye satellite data. Remote Sensing of Environment 136, pages 66-75.
Crossref
Thomas W. Crawford, Daniel J. Marcucci & Andrew Bennett. (2013) Impacts of residential development on vegetation cover for a remote coastal barrier in the Outer Banks of North Carolina, USA. Journal of Coastal Conservation 17:3, pages 431-443.
Crossref
Michele Dalponte, Hans Ole Orka, Terje Gobakken, Damiano Gianelle & Erik Naesset. (2013) Tree Species Classification in Boreal Forests With Hyperspectral Data. IEEE Transactions on Geoscience and Remote Sensing 51:5, pages 2632-2645.
Crossref
Sanna HärkönenTimo TokolaPetteri PackalénLauri KorhonenAnnikki Mäkelä. (2013) Predicting forest growth based on airborne light detection and ranging data, climate data, and a simplified process-based model. Canadian Journal of Forest Research 43:4, pages 364-375.
Crossref
Jili Li, Baoxin Hu & Thomas L. Noland. (2013) Classification of tree species based on structural features derived from high density LiDAR data. Agricultural and Forest Meteorology 171-172, pages 104-114.
Crossref
Zhenyu Zhang & Xiaoye Liu. 2013. Developments in Multidimensional Spatial Data Models. Developments in Multidimensional Spatial Data Models
103
122
.
Kunwar K. Singh, John B. Vogler, Douglas A. Shoemaker & Ross K. Meentemeyer. (2012) LiDAR-Landsat data fusion for large-area assessment of urban land cover: Balancing spatial resolution, data volume and mapping accuracy. ISPRS Journal of Photogrammetry and Remote Sensing 74, pages 110-121.
Crossref
Markus Immitzer, Clement Atzberger & Tatjana Koukal. (2012) Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data. Remote Sensing 4:9, pages 2661-2693.
Crossref
Jari Vauhkonen, Anne Seppänen, Petteri Packalén & Timo Tokola. (2012) Improving species-specific plot volume estimates based on airborne laser scanning and image data using alpha shape metrics and balanced field data. Remote Sensing of Environment 124, pages 534-541.
Crossref
Jean-Baptiste Féret & Gregory P. Asner. (2012) Semi-Supervised Methods to Identify Individual Crowns of Lowland Tropical Canopy Species Using Imaging Spectroscopy and LiDAR. Remote Sensing 4:8, pages 2457-2476.
Crossref
Steen Magnussen & Glenda Russo. (2012) Uncertainty in photo-interpreted forest inventory variables and effects on estimates of error in Canada’s National Forest Inventory. The Forestry Chronicle 88:04, pages 439-447.
Crossref
Johannes Heinzel & Barbara Koch. (2012) Investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation. International Journal of Applied Earth Observation and Geoinformation 18, pages 101-110.
Crossref
András Zlinszky, Werner Mücke, Hubert Lehner, Christian Briese & Norbert Pfeifer. (2012) Categorizing Wetland Vegetation by Airborne Laser Scanning on Lake Balaton and Kis-Balaton, Hungary. Remote Sensing 4:6, pages 1617-1650.
Crossref
Romans Dinuls, Gatis Erins, Aivars Lorencs, Ints Mednieks & Juris Sinica-Sinavskis. (2012) Tree Species Identification in Mixed Baltic Forest Using LiDAR and Multispectral Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5:2, pages 594-603.
Crossref
Thomas Nord-Larsen & Johannes Schumacher. (2012) Estimation of forest resources from a country wide laser scanning survey and national forest inventory data. Remote Sensing of Environment 119, pages 148-157.
Crossref
Rupesh Shrestha & Randolph H. Wynne. (2012) Estimating Biophysical Parameters of Individual Trees in an Urban Environment Using Small Footprint Discrete-Return Imaging Lidar. Remote Sensing 4:2, pages 484-508.
Crossref
Nicholas R. Vaughn, L. Monika Moskal & Eric C. Turnblom. (2012) Tree Species Detection Accuracies Using Discrete Point Lidar and Airborne Waveform Lidar. Remote Sensing 4:2, pages 377-403.
Crossref
Zhengrong Li, Troy S. Bruggemann, Jason J. Ford, Luis Mejias & Yuee Liu. (2011) Toward automated power line corridor monitoring using advanced aircraft control and multisource feature fusion. Journal of Field Robotics 29:1, pages 4-24.
Crossref
Ville Heikkinen, Ilkka Korpela, Timo Tokola, Eija Honkavaara & Jussi Parkkinen. (2011) An SVM Classification of Tree Species Radiometric Signatures Based on the Leica ADS40 Sensor. IEEE Transactions on Geoscience and Remote Sensing 49:11, pages 4539-4551.
Crossref
Jia Zhou, Christophe Proisy, Pierre Couteron, Xavier Descombes, Josiane Zerubia, Guerric le Maire & Yann Nouvellon. (2011) Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil. Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil.