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Based on an Unmanned Aerial Vehicle Approach in Boreal Forests", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333174"} @article{bb338813, AUTHOR = "Wang, L. and Zhou, Y.Z. and Hu, Q. and Tang, Z.H. and Ge, Y.F. and Smith, A. and Awada, T. and Shi, Y.", TITLE = "Early Detection of Encroaching Woody Juniperus Virginiana and Its Classification in Multi-Species Forest Using UAS Imagery and Semantic Segmentation Algorithms", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333175"} @article{bb338814, AUTHOR = "Elbaz, S. and Sheffer, E. and Lensky, I.M. and Levin, N.", TITLE = "The Impacts of Spatial Resolution, Viewing Angle, and Spectral Vegetation Indices on the Quantification of Woody Mediterranean Species Seasonality Using Remote Sensing", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333176"} @article{bb338815, AUTHOR = "Aygunes, B. and Cinbis, R.G. and Aksoy, S.", TITLE = "Weakly supervised instance attention for multisource fine-grained object recognition with an application to tree species classification", JOURNAL = PandRS, VOLUME = "176", YEAR = "2021", PAGES = "262-274", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333177"} @article{bb338816, AUTHOR = "Madonsela, S. and Cho, M.A. and Ramoelo, A. and Mutanga, O.", TITLE = "Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333178"} @article{bb338817, AUTHOR = "Grybas, H. and Congalton, R.G.", TITLE = "A Comparison of Multi-Temporal RGB and Multispectral UAS Imagery for Tree Species Classification in Heterogeneous New Hampshire Forests", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333179"} @article{bb338818, AUTHOR = "Tatum, J. and Wallin, D.", TITLE = "Using Discrete-Point LiDAR to Classify Tree Species in the Riparian Pacific Northwest, USA", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333180"} @article{bb338819, AUTHOR = "Xu, K.J. and Zhang, Z.Y. and Yu, W. and Zhao, P. and Yue, J. and Deng, Y.P. and Geng, J.", TITLE = "How Spatial Resolution Affects Forest Phenology and Tree-Species Classification Based on Satellite and Up-Scaled Time-Series Images", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333181"} @article{bb338820, AUTHOR = "Noumonvi, K.D. and Oblisar, G. and Zust, A. and Vilhar, U.", TITLE = "Empirical Approach for Modelling Tree Phenology in Mixed Forests Using Remote Sensing", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333182"} @article{bb338821, AUTHOR = "La Rosa, L.E.C. and Sothe, C. and Feitosa, R.Q. and de Almeida, C.M. and Schimalski, M.B. and Oliveira, D.A.B.", TITLE = "Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data", JOURNAL = PandRS, VOLUME = "179", YEAR = "2021", PAGES = "35-49", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333183"} @article{bb338822, AUTHOR = "Udali, A. and Lingua, E. and Persson, H.J.", TITLE = "Assessing Forest Type and Tree Species Classification Using Sentinel-1 C-Band SAR Data in Southern Sweden", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333184"} @article{bb338823, AUTHOR = "Rodriguez, R. and Perroy, R.L. and Leary, J. and Jenkins, D. and Panoff, M. and Mandel, T. and Perez, P.", TITLE = "Comparing Interpretation of High-Resolution Aerial Imagery by Humans and Artificial Intelligence to Detect an Invasive Tree Species", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333185"} @article{bb338824, AUTHOR = "Marzialetti, F. and Frate, L. and de Simone, W. and Frattaroli, A.R. and Acosta, A.T.R. and Carranza, M.L.", TITLE = "Unmanned Aerial Vehicle (UAV)-Based Mapping of Acacia saligna Invasion in the Mediterranean Coast", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333186"} @article{bb338825, AUTHOR = "Tamburlin, D. and Torresani, M. and Tomelleri, E. and Tonon, G. and Rocchini, D.", TITLE = "Testing the Height Variation Hypothesis with the R rasterdiv Package for Tree Species Diversity Estimation", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333187"} @article{bb338826, AUTHOR = "Waser, L.T. and Ruetschi, M. and Psomas, A. and Small, D. and Rehush, N.", TITLE = "Mapping dominant leaf type based on combined Sentinel-1/-2 data: Challenges for mountainous countries", JOURNAL = PandRS, VOLUME = "180", YEAR = "2021", PAGES = "209-226", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333188"} @article{bb338827, AUTHOR = "Hologa, R. and Scheffczyk, K. and Dreiser, C. and Gartner, S.", TITLE = "Tree Species Classification in a Temperate Mixed Mountain Forest Landscape Using Random Forest and Multiple Datasets", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333189"} @article{bb338828, AUTHOR = "Malcolm, J.R. and Brousseau, B. and Jones, T. and Thomas, S.C.", TITLE = "Use of Sentinel-2 Data to Improve Multivariate Tree Species Composition in a Forest Resource Inventory", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333190"} @article{bb338829, AUTHOR = "Yang, R.R. and Wang, L. and Tian, Q.J. and Xu, N.Z. and Yang, Y.J.", TITLE = "Estimation of the Conifer-Broadleaf Ratio in Mixed Forests Based on Time-Series Data", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333191"} @article{bb338830, AUTHOR = "Chen, J.C. and Chen, Y.M. and Liu, Z.J.", TITLE = "Classification of Typical Tree Species in Laser Point Cloud Based on Deep Learning", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333192"} @article{bb338831, AUTHOR = "Raty, J. and Varvia, P. and Korhonen, L. and Savolainen, P. and Maltamo, M. and Packalen, P.", TITLE = "A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest Inventories", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-14", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333193"} @article{bb338832, AUTHOR = "Roth, B.D. and Saunders, M.G. and Bachmann, C.M. and van Aardt, J.", TITLE = "Leaf Bidirectional Transmittance Distribution Function Estimates and Models for Select Deciduous Tree Species", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-14", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333194"} @article{bb338833, AUTHOR = "Li, Z.P. and Ding, J. and Zhang, H. and Feng, Y.M.", TITLE = "Classifying Individual Shrub Species in UAV Images: A Case Study of the Gobi Region of Northwest China", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333195"} @article{bb338834, AUTHOR = "Jackson, C.M. and Adam, E.", TITLE = "Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333196"} @article{bb338835, AUTHOR = "Zhang, X.Y. and Yuan, Y.X. and Zhu, Z.Q. and Ma, Q.S. and Yu, H.Y. and Li, M. and Ma, J.H. and Yi, S.H. and He, X.Z. and Sun, Y.", TITLE = "Predicting the Distribution of Oxytropis ochrocephala Bunge in the Source Region of the Yellow River (China) Based on UAV Sampling Data and Species Distribution Model", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333197"} @article{bb338836, AUTHOR = "Finn, A. and Kumar, P. and Peters, S. and O'Hehir, J.", TITLE = "Unsupervised spectral-spatial processing of drone imagery for identification of pine seedlings", JOURNAL = PandRS, VOLUME = "183", YEAR = "2022", PAGES = "363-388", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333198"} @article{bb338837, AUTHOR = "Carbonell Rivera, J.P. and Torralba, J. and Estornell, J. and Ruiz, L.A. and Crespo Peremarch, P.", TITLE = "Classification of Mediterranean Shrub Species from UAV Point Clouds", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333199"} @article{bb338838, AUTHOR = "Rana, P. and St Onge, B. and Prieur, J.F. and Cristina Budei, B. and Tolvanen, A. and Tokola, T.", TITLE = "Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data", JOURNAL = PandRS, VOLUME = "184", YEAR = "2022", PAGES = "189-202", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333200"} @article{bb338839, AUTHOR = "Ling, Y.X. and Teng, S. and Liu, C. and Dash, J. and Morris, H. and Pastor Guzman, J.", TITLE = "Assessing the Accuracy of Forest Phenological Extraction from Sentinel-1 C-Band Backscatter Measurements in Deciduous and Coniferous Forests", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333201"} @article{bb338840, AUTHOR = "Lu, T.T. and Brandt, M. and Tong, X.Y. and Hiernaux, P. and Leroux, L. and Ndao, B. and Fensholt, R.", TITLE = "Mapping the Abundance of Multipurpose Agroforestry Faidherbia albida Trees in Senegal", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333202"} @article{bb338841, AUTHOR = "Rusnak, T. and Halabuk, A. and Halada, L. and Hilbert, H. and Gerhatova, K.", TITLE = "Detection of Invasive Black Locust (Robinia pseudoacacia) in Small Woody Features Using Spatiotemporal Compositing of Sentinel-2 Data", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333203"} @article{bb338842, AUTHOR = "Perles Garcia, M.D. and Kunz, M. and Fichtner, A. and Meyer, N. and Hardtle, W. and von Oheimb, G.", TITLE = "Neighbourhood Species Richness Reduces Crown Asymmetry of Subtropical Trees in Sloping Terrain", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333204"} @article{bb338843, AUTHOR = "Yang, R.C. and Kan, J.M.", TITLE = "Classification of Tree Species in Different Seasons and Regions Based on Leaf Hyperspectral Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333205"} @article{bb338844, AUTHOR = "Jolly, B. and Dymond, J.R. and Shepherd, J.D. and Greene, T. and Schindler, J.", TITLE = "Detection of Southern Beech Heavy Flowering Using Sentinel-2 Imagery", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333206"} @article{bb338845, AUTHOR = "Onishi, M. and Watanabe, S. and Nakashima, T. and Ise, T.", TITLE = "Practicality and Robustness of Tree Species Identification Using UAV RGB Image and Deep Learning in Temperate Forest in Japan", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333207"} @article{bb338846, AUTHOR = "Olariu, H.G. and Malambo, L. and Popescu, S.C. and Virgil, C. and Wilcox, B.P.", TITLE = "Woody Plant Encroachment: Evaluating Methodologies for Semiarid Woody Species Classification from Drone Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333208"} @article{bb338847, AUTHOR = "Hoffmann, J. and Muro, J. and Dubovyk, O.", TITLE = "Predicting Species and Structural Diversity of Temperate Forests with Satellite Remote Sensing and Deep Learning", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333209"} @article{bb338848, AUTHOR = "Cetin, Z. and Yastikli, N.", TITLE = "The Use of Machine Learning Algorithms in Urban Tree Species Classification", JOURNAL = IJGI, VOLUME = "11", YEAR = "2022", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333210"} @article{bb338849, AUTHOR = "Lechner, M. and Dostalova, A. and Hollaus, M. and Atzberger, C. and Immitzer, M.", TITLE = "Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333211"} @article{bb338850, AUTHOR = "Choi, K. and Lim, W. and Chang, B. and Jeong, J. and Kim, I. and Park, C.R. and Ko, D.W.W.", TITLE = "An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images", JOURNAL = PandRS, VOLUME = "190", YEAR = "2022", PAGES = "165-180", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333212"} @article{bb338851, AUTHOR = "Li, Y.B. and Chai, G.Q. and Wang, Y.T. and Lei, L.T. and Zhang, X.L.", TITLE = "ACE R-CNN: An Attention Complementary and Edge Detection-Based Instance Segmentation Algorithm for Individual Tree Species Identification Using UAV RGB Images and LiDAR Data", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333213"} @article{bb338852, AUTHOR = "Rosch, M. and Sonnenschein, R. and Buchelt, S. and Ullmann, T.", TITLE = "Comparing PlanetScope and Sentinel-2 Imagery for Mapping Mountain Pines in the Sarntal Alps, Italy", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333214"} @article{bb338853, AUTHOR = "Welle, T. and Aschenbrenner, L. and Kuonath, K. and Kirmaier, S. and Franke, J.", TITLE = "Mapping Dominant Tree Species of German Forests", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333215"} @article{bb338854, AUTHOR = "Hartley, R.J.L. and Jayathunga, S. and Massam, P.D. and de Silva, D. and Estarija, H.J. and Davidson, S.J. and Wuraola, A. and Pearse, G.D.", TITLE = "Assessing the Potential of Backpack-Mounted Mobile Laser Scanning Systems for Tree Phenotyping", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333216"} @article{bb338855, AUTHOR = "Gara, T.W. and Rahimzadeh Bajgiran, P. and Weiskittel, A.", TITLE = "Determination of foliar traits in an ecologically distinct conifer species in Maine using Sentinel-2 imagery and site variables: Assessing the effect of leaf trait expression and upscaling approach on prediction accuracy", JOURNAL = PandRS, VOLUME = "193", YEAR = "2022", PAGES = "150-163", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333217"} @article{bb338856, AUTHOR = "Sivanandam, P. and Lucieer, A.", TITLE = "Tree Detection and Species Classification in a Mixed Species Forest Using Unoccupied Aircraft System (UAS) RGB and Multispectral Imagery", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "19", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333218"} @article{bb338857, AUTHOR = "Chen, W.H. and Pan, J. and Sun, Y.L.", TITLE = "Tree Species Classification Based on Fusion Images by GF-5 and Sentinel-2A", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "20", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333219"} @article{bb338858, AUTHOR = "Lei, Z.L. and Li, H. and Zhao, J. and Jing, L.H. and Tang, Y.W. and Wang, H.K.", TITLE = "Individual Tree Species Classification Based on a Hierarchical Convolutional Neural Network and Multitemporal Google Earth Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "20", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333220"} @article{bb338859, AUTHOR = "Lombardi, E. and Rodriguez Puerta, F. and Santini, F. and Chambel, M.R. and Climent, J. and Resco de Dios, V. and Voltas, J.", TITLE = "UAV-LiDAR and RGB Imagery Reveal Large Intraspecific Variation in Tree-Level Morphometric Traits across Different Pine Species Evaluated in Common Gardens", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333221"} @article{bb338860, AUTHOR = "Zhang, Y. and Wang, J.J. and Wu, Z.F. and Lian, J. and Ye, W. and Yu, F.Y.", TITLE = "Tree Species Classification Using Plant Functional Traits and Leaf Spectral Properties along the Vertical Canopy Position", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333222"} @article{bb338861, AUTHOR = "Mielczarek, D. and Sikorski, P. and Archicinski, P. and Ciezkowski, W. and Zaniewska, E. and Chormanski, J.", TITLE = "The Use of an Airborne Laser Scanner for Rapid Identification of Invasive Tree Species Acer negundo in Riparian Forests", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333223"} @article{bb338862, AUTHOR = "Gong, Y.L. and Li, X.J. and Du, H.Q. and Zhou, G. and Mao, F.J. and Zhou, L. and Zhang, B. and Xuan, J. and Zhu, D.", TITLE = "Tree Species Classifications of Urban Forests Using UAV-LiDAR Intensity Frequency Data", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333224"} @article{bb338863, AUTHOR = "Polyakova, A. and Mukharamova, S. and Yermolaev, O. and Shaykhutdinova, G.", TITLE = "Automated Recognition of Tree Species Composition of Forest Communities Using Sentinel-2 Satellite Data", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333225"} @article{bb338864, AUTHOR = "Kluczek, M. and Zagajewski, B. and Zwijacz Kozica, T.", TITLE = "Mountain Tree Species Mapping Using Sentinel-2, PlanetScope, and Airborne HySpex Hyperspectral Imagery", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333226"} @article{bb338865, AUTHOR = "Sesnie, S.E. and Espinosa, C.I. and Jara Guerrero, A.K. and Tapia Armijos, M.F.", TITLE = "Ensemble Machine Learning for Mapping Tree Species Alpha-Diversity Using Multi-Source Satellite Data in an Ecuadorian Seasonally Dry Forest", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333227"} @article{bb338866, AUTHOR = "Zheng, P.F. and Fang, P. and Wang, L.G. and Ou, G.L. and Xu, W. and Dai, F. and Dai, Q.L.", TITLE = "Synergism of Multi-Modal Data for Mapping Tree Species Distribution: A Case Study from a Mountainous Forest in Southwest China", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333228"} @article{bb338867, AUTHOR = "Wang, B. and Liu, J.Y. and Li, J.N. and Li, M.Z.", TITLE = "UAV LiDAR and Hyperspectral Data Synergy for Tree Species Classification in the Maoershan Forest Farm Region", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333229"} @article{bb338868, AUTHOR = "Zhang, X.W. and Huang, W.J. and Ye, H.C. and Lu, L.H.", TITLE = "Study on the Identification of Habitat Suitability Areas for the Dominant Locust Species Dasyhippus Barbipes in Inner Mongolia", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "6", PAGES = "1718", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333230"} @article{bb338869, AUTHOR = "Luo, H.J. and Ming, D.P. and Xu, L. and Ling, X.", TITLE = "Tree Species Classification Based on ASDER and MALSTM-FCN", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "7", PAGES = "1723", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333231"} @article{bb338870, AUTHOR = "Shi, W.B. and Liao, X.H. and Sun, J. and Zhang, Z.J. and Wang, D.L. and Wang, S.Q. and Qu, W.Q. and He, H.B. and Ye, H. and Yue, H. and Tagesson, T.", TITLE = "Optimizing Observation Plans for Identifying Faxon Fir (Abies fargesii var. Faxoniana) Using Monthly Unmanned Aerial Vehicle Imagery", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "8", PAGES = "2205", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333232"} @article{bb338871, AUTHOR = "Lee, E.R. and Baek, W.K. and Jung, H.S.", TITLE = "Mapping Tree Species Using CNN from Bi-Seasonal High-Resolution Drone Optic and LiDAR Data", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "8", PAGES = "2140", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333233"} @article{bb338872, AUTHOR = "Usman, M. and Ejaz, M. and Nichol, J.E. and Farid, M.S. and Abbas, S. and Khan, M.H.", TITLE = "A Comparison of Machine Learning Models for Mapping Tree Species Using WorldView-2 Imagery in the Agroforestry Landscape of West Africa", JOURNAL = IJGI, VOLUME = "12", YEAR = "2023", NUMBER = "4", PAGES = "142", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333234"} @article{bb338873, AUTHOR = "Chen, X.G. and Shen, X. and Cao, L.", TITLE = "Tree Species Classification in Subtropical Natural Forests Using High-Resolution UAV RGB and SuperView-1 Multispectral Imageries Based on Deep Learning Network Approaches: A Case Study within the Baima Snow Mountain National Nature Reserve, China", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333235"} @article{bb338874, AUTHOR = "Rina, S. and Ying, H. and Shan, Y. and Du, W. and Liu, Y. and Li, R. and Deng, D.Z.", TITLE = "Application of Machine Learning to Tree Species Classification Using Active and Passive Remote Sensing: A Case Study of the Duraer Forestry Zone", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333236"} @article{bb338875, AUTHOR = "Huang, Y.K. and Wen, X.R. and Gao, Y. and Zhang, Y.L. and Lin, G.Z.", TITLE = "Tree Species Classification in UAV Remote Sensing Images Based on Super-Resolution Reconstruction and Deep Learning", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "11", PAGES = "2942", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333237"} @article{bb338876, AUTHOR = "Immitzer, M. and Atzberger, C.", TITLE = "Tree Species Diversity Mapping: Success Stories and Possible Ways Forward", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333238"} @article{bb338877, AUTHOR = "Huang, Z. and Zhong, L. and Zhao, F. and Wu, J. and Tang, H. and Lv, Z.G. and Xu, B.Y. and Zhou, L.F. and Sun, R. and Meng, R.", TITLE = "A spectral-temporal constrained deep learning method for tree species mapping of plantation forests using time series Sentinel-2 imagery", JOURNAL = PandRS, VOLUME = "204", YEAR = "2023", PAGES = "397-420", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333239"} @article{bb338878, AUTHOR = "Yuan, X.G. and Liang, Y. and Feng, W. and Li, J.H. and Ren, H.T. and Han, S. and Liu, M.Q.", TITLE = "Classification of Coniferous and Broad-Leaf Forests in China Based on High-Resolution Imagery and Local Samples in Google Earth Engine", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "20", PAGES = "5026", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333240"} @article{bb338879, AUTHOR = "Yao, Z.Q. and Chai, G.Q. and Lei, L.T. and Jia, X. and Zhang, X.L.", TITLE = "Individual Tree Species Identification and Crown Parameters Extraction Based on Mask R-CNN: Assessing the Applicability of Unmanned Aerial Vehicle Optical Images", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "21", PAGES = "5164", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333241"} @article{bb338880, AUTHOR = "Xiong, N. and Chen, H.L. and Li, R.P. and Su, H.M. and Dai, S.Z. and Wang, J.", TITLE = "A Method of Chestnut Forest Identification Based on Time Series and Key Phenology from Sentinel-2", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "22", PAGES = "5374", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333242"} @article{bb338881, AUTHOR = "Hou, C.C. and Liu, Z.J. and Chen, Y.M. and Wang, S. and Liu, A.", TITLE = "Tree Species Classification from Airborne Hyperspectral Images Using Spatial-Spectral Network", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "24", PAGES = "5679", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333243"} @article{bb338882, AUTHOR = "Gaubert, T. and Adeline, K. and Huesca, M. and Ustin, S. and Briottet, X.", TITLE = "Estimation of Oak Leaf Functional Traits for California Woodland Savannas and Mixed Forests: Comparison between Statistical, Physical, and Hybrid Methods Using Spectroscopy", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333244"} @article{bb338883, AUTHOR = "Murray, B.A. and Coops, N.C. and Winiwarter, L. and White, J.C. and Dick, A. and Barbeito, I. and Ragab, A.", TITLE = "Estimating tree species composition from airborne laser scanning data using point-based deep learning models", JOURNAL = PandRS, VOLUME = "207", YEAR = "2024", PAGES = "282-297", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333245"} @article{bb338884, AUTHOR = "Jia, W. and Pang, Y. and Tortini, R.", TITLE = "The influence of BRDF effects and representativeness of training data on tree species classification using multi-flightline airborne hyperspectral imagery", JOURNAL = PandRS, VOLUME = "207", YEAR = "2024", PAGES = "245-263", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333246"} @article{bb338885, AUTHOR = "Liu, P. and Ren, C.Y. and Wang, Z.M. and Jia, M.M. and Yu, W.S. and Ren, H.X. and Xia, C.Z.", TITLE = "Evaluating the Potential of Sentinel-2 Time Series Imagery and Machine Learning for Tree Species Classification in a Mountainous Forest", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "2", PAGES = "293", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333247"} @article{bb338886, AUTHOR = "Chaity, M.D. and van Aardt, J.", TITLE = "Exploring the Limits of Species Identification via a Convolutional Neural Network in a Complex Forest Scene through Simulated Imaging Spectroscopy", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "3", PAGES = "498", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333248"} @article{bb338887, AUTHOR = "McGaughey, R.J. and Kruper, A. and Bobsin, C.R. and Bormann, B.T.", TITLE = "Tree Species Classification Based on Upper Crown Morphology Captured by Uncrewed Aircraft System Lidar Data", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "4", PAGES = "603", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333249"} @article{bb338888, AUTHOR = "Cook, M. and Chapman, T. and Hart, S. and Paudel, A. and Balch, J.", TITLE = "Mapping Quaking Aspen Using Seasonal Sentinel-1 and Sentinel-2 Composite Imagery across the Southern Rockies, USA", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "9", PAGES = "1619", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333250"} @article{bb338889, AUTHOR = "Wu, J.F. and Huang, K. and Luo, Y. and Long, X.Z. and Yu, C. and Xiong, H. and Du, J.H.", TITLE = "Identification of Dominant Species and Their Distributions on an Uninhabited Island Based on Unmanned Aerial Vehicles (UAVs) and Machine Learning Models", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "10", PAGES = "1652", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333251"} @article{bb338890, AUTHOR = "Miao, S.J. and Zhang, K.F. and Zeng, H. and Liu, J.", TITLE = "Improving Artificial-Intelligence-Based Individual Tree Species Classification Using Pseudo Tree Crown Derived from Unmanned Aerial Vehicle Imagery", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "11", PAGES = "1849", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333252"} @article{bb338891, AUTHOR = "Zhang, K.F. and Zhang, T.N. and Liu, J.", TITLE = "Individual Tree Species Classification Using Pseudo Tree Crown (PTC) on Coniferous Forests", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "17", PAGES = "3102", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333253"} @article{bb338892, AUTHOR = "Verhulst, M. and Heremans, S. and Blaschko, M.B. and Somers, B.", TITLE = "Temporal Transferability of Tree Species Classification in Temperate Forests with Sentinel-2 Time Series", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "14", PAGES = "2653", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333254"} 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"http://www.visionbib.com/bibliography/cartog952ts1.html#TT333256"} @article{bb338895, AUTHOR = "Tran, T.C.N. and Caceres, M.L.L. and Garcia i Riera, S. and Conciatori, M. and Kuwabara, Y. and Tsou, C.Y. and Diez, Y.", TITLE = "Using UAV RGB Images for Assessing Tree Species Diversity in Elevation Gradient of Zao Mountains", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "20", PAGES = "3831", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333257"} @article{bb338896, AUTHOR = "Huang, Y.M. and Ou, B. and Meng, K. and Yang, B. and Carpenter, J. and Jung, J. and Fei, S.L.", TITLE = "Tree Species Classification from UAV Canopy Images with Deep Learning Models", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "20", PAGES = "3836", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333258"} @article{bb338897, AUTHOR = "Avtar, R. and Chen, X.Y. and Fu, J.J. and Alsulamy, S. and Supe, H. and Pulpadan, Y.A. and Louw, A.S. and Tatsuro, N.", TITLE = "Tree Species Classification by Multi-Season Collected UAV Imagery in a Mixed Cool-Temperate Mountain Forest", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "21", PAGES = "4060", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333259"} @article{bb338898, AUTHOR = "Chandrasekaran, A. and Hupy, J.P. and Shao, G.", TITLE = "Multi-Scale Mapping and Analysis of Broadleaf Species Distribution Using Remotely Piloted Aircraft and Satellite Imagery", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "24", PAGES = "4809", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333260"} @article{bb338899, AUTHOR = "Amin, A. and Kamilaris, A. and Karatsiolis, S.", TITLE = "A Weakly Supervised Multimodal Deep Learning Approach for Large-Scale Tree Classification: A Case Study in Cyprus", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "23", PAGES = "4611", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT333261"}