@article{bb308600,
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#TT303087"}
@article{bb308601,
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#TT303088"}
@article{bb308602,
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#TT303089"}
@article{bb308603,
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#TT303090"}
@article{bb308604,
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#TT303091"}
@article{bb308605,
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#TT303092"}
@article{bb308606,
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#TT303093"}
@article{bb308607,
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#TT303094"}
@article{bb308608,
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#TT303095"}
@article{bb308609,
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#TT303096"}
@article{bb308610,
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,
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YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303097"}
@article{bb308611,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303098"}
@article{bb308612,
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",
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NUMBER = "23",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303099"}
@article{bb308613,
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#TT303100"}
@article{bb308614,
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#TT303101"}
@article{bb308615,
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#TT303102"}
@article{bb308616,
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",
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NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303103"}
@article{bb308617,
AUTHOR = "Zhang, X.Y. and Yuan, Y.X. and Zhu, Z. 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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303104"}
@article{bb308618,
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,
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YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303105"}
@article{bb308619,
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,
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NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303106"}
@article{bb308620,
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
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YEAR = "2022",
PAGES = "189-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303107"}
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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,
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NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303108"}
@article{bb308622,
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
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YEAR = "2022",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303109"}
@article{bb308623,
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",
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NUMBER = "4",
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@article{bb308624,
AUTHOR = "Perles Garcia, M.D. and Kunz, M. and Fichtner, A. and Meyer, N. and Hardtle, W. and von Oheimb, G.",
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303112"}
@article{bb308626,
AUTHOR = "Jolly, B. and Dymond, J.R. and Shepherd, J.D. and Greene, T. and Schindler, J.",
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AUTHOR = "Onishi, M. and Watanabe, S. and Nakashima, T. and Ise, T.",
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RGB Image and Deep Learning in Temperate Forest in Japan",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303114"}
@article{bb308628,
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
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YEAR = "2022",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303115"}
@article{bb308629,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303116"}
@article{bb308630,
AUTHOR = "Cetin, Z. and Yastikli, N.",
TITLE = "The Use of Machine Learning Algorithms in Urban Tree Species
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JOURNAL = IJGI,
VOLUME = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303117"}
@article{bb308631,
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",
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AUTHOR = "Choi, K. and Lim, W. and Chang, B. and Jeong, J. and Kim, I. and Park, C.R. and Ko, D.W.W.",
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estimation of urban street trees using deep learning and Google
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AUTHOR = "Li, Y. 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
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NUMBER = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303120"}
@article{bb308634,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303121"}
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AUTHOR = "Welle, T. and Aschenbrenner, L. and Kuonath, K. and Kirmaier, S. and Franke, J.",
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@article{bb308636,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303123"}
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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:
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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",
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@article{bb308639,
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,
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@article{bb308640,
AUTHOR = "Lei, Z.L. and Li, H. and Zhao, J. and Jing, L.H. and Tang, Y.W. and Wang, H.K.",
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@article{bb308641,
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
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JOURNAL = RS,
VOLUME = "14",
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NUMBER = "22",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303128"}
@article{bb308642,
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",
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YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303129"}
@article{bb308643,
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",
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YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303130"}
@article{bb308644,
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.",
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NUMBER = "1",
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@article{bb308645,
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",
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@article{bb308646,
AUTHOR = "Kluczek, M. and Zagajewski, B. and Zwijacz Kozica, T.",
TITLE = "Mountain Tree Species Mapping Using Sentinel-2, PlanetScope, and
Airborne HySpex Hyperspectral Imagery",
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YEAR = "2023",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303133"}
@article{bb308647,
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
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YEAR = "2023",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303134"}
@article{bb308648,
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",
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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",
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YEAR = "2023",
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AUTHOR = "Zhang, X.W. and Huang, W.J. and Ye, H. and Lu, L.",
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Dominant Locust Species Dasyhippus Barbipes in Inner Mongolia",
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YEAR = "2023",
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@article{bb308651,
AUTHOR = "Luo, H.J. and Ming, D.P. and Xu, L. and Ling, X.",
TITLE = "Tree Species Classification Based on ASDER and MALSTM-FCN",
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@article{bb308652,
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fargesii var. Faxoniana) Using Monthly Unmanned Aerial Vehicle
Imagery",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "2205",
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@article{bb308653,
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,
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YEAR = "2023",
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PAGES = "2140",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303140"}
@article{bb308654,
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
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JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "4",
PAGES = "142",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303141"}
@article{bb308655,
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#TT303142"}
@article{bb308656,
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
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JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT303143"}
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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",
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YEAR = "2023",
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@article{bb308658,
AUTHOR = "Immitzer, M. and Atzberger, C.",
TITLE = "Tree Species Diversity Mapping: Success Stories and Possible Ways
Forward",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
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TITLE = "Classification of Coniferous and Broad-Leaf Forests in China Based on
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TITLE = "Individual Tree Species Identification and Crown Parameters
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Unmanned Aerial Vehicle Optical Images",
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Savannas and Mixed Forests: Comparison between Statistical, Physical,
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on tree species classification using multi-flightline airborne
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The use of remote sensing and geographic information systems for
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