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AUTHOR = "Stavrakoudis, D.G. and Dragozi, E. and Gitas, I.Z. and Karydas, C.G.",
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AUTHOR = "Al Hamdan, M. and Cruise, J. and Rickman, D. and Quattrochi, D.",
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Sensed Data",
JOURNAL = RS,
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AUTHOR = "Martins, J.G. and Oliveira, L.S. and Britto, A.S. and Sabourin, R.",
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dissimilarity feature vector representation",
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@article{bb307005,
AUTHOR = "Mureriwa, N. and Adam, E. and Sahu, A. and Tesfamichael, S.",
TITLE = "Examining the Spectral Separability of Prosopis Glandulosa from
Co-Existent Species Using Field Spectral Measurement and Guided
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JOURNAL = RS,
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YEAR = "2016",
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@article{bb307006,
AUTHOR = "Omer, G. and Mutanga, O. and Abdel Rahman, E.M. and Adam, E.",
TITLE = "Empirical Prediction of Leaf Area Index (LAI) of Endangered Tree
Species in Intact and Fragmented Indigenous Forests Ecosystems Using
WorldView-2 Data and Two Robust Machine Learning Algorithms",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "4",
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@article{bb307007,
AUTHOR = "Stagakis, S. and Vanikiotis, T. and Sykioti, O.",
TITLE = "Estimating forest species abundance through linear unmixing of
CHRIS/PROBA imagery",
JOURNAL = PandRS,
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YEAR = "2016",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301505"}
@article{bb307008,
AUTHOR = "Mohajane, M. and Essahlaoui, A. and Oudija, F. and El Hafyani, M. and Teodoro, A.C.",
TITLE = "Mapping Forest Species in the Central Middle Atlas of Morocco (Azrou
Forest) through Remote Sensing Techniques",
JOURNAL = IJGI,
VOLUME = "6",
YEAR = "2017",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301506"}
@article{bb307009,
AUTHOR = "Tuominen, S. and Nasi, R. and Honkavaara, E. and Balazs, A. and Hakala, T. and Viljanen, N. and Polonen, I. and Saari, H. and Ojanen, H.",
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Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for
Recognition of Tree Species in a Forest Area of High Species
Diversity",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "5",
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@article{bb307010,
AUTHOR = "Raczko, E. and Zagajewski, B.",
TITLE = "Tree Species Classification of the UNESCO Man and the Biosphere
Karkonoski National Park (Poland) Using Artificial Neural Networks
and APEX Hyperspectral Images",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301508"}
@article{bb307011,
AUTHOR = "Wessel, M. and Brandmeier, M. and Tiede, D.",
TITLE = "Evaluation of Different Machine Learning Algorithms for Scalable
Classification of Tree Types and Tree Species Based on Sentinel-2
Data",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301509"}
@article{bb307012,
AUTHOR = "Dabiri, Z. and Lang, S.",
TITLE = "Comparison of Independent Component Analysis, Principal Component
Analysis, and Minimum Noise Fraction Transformation for Tree Species
Classification Using APEX Hyperspectral Imagery",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301510"}
@article{bb307013,
AUTHOR = "Lim, J. and Kim, K.M. and Jin, R.",
TITLE = "Tree Species Classification Using Hyperion and Sentinel-2 Data with
Machine Learning in South Korea and China",
JOURNAL = IJGI,
VOLUME = "8",
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NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301511"}
@article{bb307014,
AUTHOR = "Hoscilo, A. and Lewandowska, A.",
TITLE = "Mapping Forest Type and Tree Species on a Regional Scale Using
Multi-Temporal Sentinel-2 Data",
JOURNAL = RS,
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@article{bb307015,
AUTHOR = "Liu, F. and Wang, X.C. and Wang, C.K.",
TITLE = "Measuring Vegetation Phenology with Near-Surface Remote Sensing in a
Temperate Deciduous Forest: Effects of Sensor Type and Deployment",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301513"}
@article{bb307016,
AUTHOR = "Feng, X.X. and Li, P.J.",
TITLE = "A Tree Species Mapping Method from UAV Images over Urban Area Using
Similarity in Tree-Crown Object Histograms",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301514"}
@article{bb307017,
AUTHOR = "Fricker, G.A. and Ventura, J.D. and Wolf, J.A. and North, M.P. and Davis, F.W. and Franklin, J.",
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Mixed-Conifer Forest from Hyperspectral Imagery",
JOURNAL = RS,
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NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301515"}
@article{bb307018,
AUTHOR = "Fromm, M. and Schubert, M. and Castilla, G. and Linke, J. and McDermid, G.",
TITLE = "Automated Detection of Conifer Seedlings in Drone Imagery Using
Convolutional Neural Networks",
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NUMBER = "21",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301516"}
@article{bb307019,
AUTHOR = "Karasiak, N. and Dejoux, J.F. and Fauvel, M. and Willm, J. and Monteil, C. and Sheeren, D.",
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Species by Comparing 9 Years of Satellite Image Time Series",
JOURNAL = RS,
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@article{bb307020,
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TITLE = "Optimal Input Features for Tree Species Classification in Central
Europe Based on Multi-Temporal Sentinel-2 Data",
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@article{bb307021,
AUTHOR = "Amiri, N. and Krzystek, P. and Heurich, M. and Skidmore, A.",
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Triple Wavelength ALS in a Temperate Forest",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301519"}
@article{bb307022,
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JOURNAL = RS,
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NUMBER = "22",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301520"}
@article{bb307023,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301521"}
@article{bb307024,
AUTHOR = "Meiforth, J.J. and Buddenbaum, H. and Hill, J. and Shepherd, J. and Norton, D.A.",
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Data for Use in Multispectral Monitoring",
JOURNAL = RS,
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YEAR = "2019",
NUMBER = "23",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301522"}
@article{bb307025,
AUTHOR = "Meiforth, J.J. and Buddenbaum, H. and Hill, J. and Shepherd, J.",
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Analysed with AISA Hyperspectral Data",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301523"}
@article{bb307026,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301524"}
@article{bb307027,
AUTHOR = "Hacker, P.W. and Coops, N.C. and Townsend, P.A. and Wang, Z.H.",
TITLE = "Retrieving Foliar Traits of Quercus garryana var. garryana across a
Modified Landscape Using Leaf Spectroscopy and LiDAR",
JOURNAL = RS,
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YEAR = "2019",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301525"}
@article{bb307028,
AUTHOR = "Miyoshi, G.T. and Imai, N.N. and Tommaselli, A.M.G. and de Moraes, M.V.A. and Honkavaara, E.",
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Species Identification in the Highly Diverse Atlantic Forest",
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@article{bb307029,
AUTHOR = "Dong, C. and Zhao, G.X. and Meng, Y. and Li, B.H. and Peng, B.",
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Classification Accuracy",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301527"}
@article{bb307030,
AUTHOR = "Nezami, S. and Khoramshahi, E. and Nevalainen, O. and Polonen, I. and Honkavaara, E.",
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with Deep Learning Convolutional Neural Networks",
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@article{bb307031,
AUTHOR = "Cao, K. and Zhang, X.L.",
TITLE = "An Improved Res-UNet Model for Tree Species Classification Using
Airborne High-Resolution Images",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301529"}
@article{bb307032,
AUTHOR = "Bourque, C.P.A. and Gachon, P. and MacLellan, B.R. and MacLellan, J.I.",
TITLE = "Projected Wind Impact on Abies balsamea (Balsam fir)-Dominated Stands
in New Brunswick (Canada) Based on Remote Sensing and Regional
Modelling of Climate and Tree Species Distribution",
JOURNAL = RS,
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YEAR = "2020",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301530"}
@article{bb307033,
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UAV-Based Hyperspectral Images",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301531"}
@article{bb307034,
AUTHOR = "Host, T.K. and Russell, M.B. and Windmuller Campione, M.A. and Slesak, R.A. and Knight, J.F.",
TITLE = "Ash Presence and Abundance Derived from Composite Landsat and
Sentinel-2 Time Series and Lidar Surface Models in Minnesota, USA",
JOURNAL = RS,
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@article{bb307035,
AUTHOR = "Scholl, V.M. and Cattau, M.E. and Joseph, M.B. and Balch, J.K.",
TITLE = "Integrating National Ecological Observatory Network (NEON) Airborne
Remote Sensing and In-Situ Data for Optimal Tree Species
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JOURNAL = RS,
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NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301533"}
@article{bb307036,
AUTHOR = "Xu, K.J. and Tian, Q.J. and Zhang, Z.Y. and Yue, J. and Chang, C.T.",
TITLE = "Tree Species (Genera) Identification with GF-1 Time-Series in A
Forested Landscape, Northeast China",
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YEAR = "2020",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301534"}
@article{bb307037,
AUTHOR = "Legaard, K. and Simons Legaard, E. and Weiskittel, A.",
TITLE = "Multi-Objective Support Vector Regression Reduces Systematic Error in
Moderate Resolution Maps of Tree Species Abundance",
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NUMBER = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301535"}
@article{bb307038,
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Airborne Hyperspectral and Airborne Laser Scanning Data",
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@article{bb307039,
AUTHOR = "Deepak, M. and Keski Saari, S. and Fauch, L. and Granlund, L. and Oksanen, E. and Keinanen, M.",
TITLE = "Spectral Reflectance in Silver Birch Genotypes from Three Provenances
in Finland",
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YEAR = "2020",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301537"}
@article{bb307040,
AUTHOR = "Biswas, S. and Huang, Q.Y. and Anand, A. and Mon, M.S. and Arnold, F.E. and Leimgruber, P.",
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Monitoring of Sustainable Development Goals (SDG) in Myanmar",
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NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301538"}
@article{bb307041,
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TITLE = "An End-to-End Deep Fusion Model for Mapping Forests at Tree Species
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NUMBER = "20",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301539"}
@article{bb307042,
AUTHOR = "Guo, Y. and Li, Z.Y. and Chen, E. and Zhang, X. and Zhao, L. and Xu, E. and Hou, Y. and Liu, L.Z.",
TITLE = "A Deep Fusion uNet for Mapping Forests at Tree Species Levels with
Multi-Temporal High Spatial Resolution Satellite Imagery",
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NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301540"}
@article{bb307043,
AUTHOR = "Riddell, A.P. and Fitzgerald, S.A. and Qi, C. and Strimbu, B.M.",
TITLE = "Classification Strategies for Unbalanced Binary Maps:
Finding Ponderosa Pine (Pinus ponderosa) in the Willamette Valley",
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YEAR = "2020",
NUMBER = "20",
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@article{bb307044,
AUTHOR = "Schiefer, F. and Kattenborn, T. and Frick, A. and Frey, J. and Schall, P. and Koch, B. and Schmidtlein, S.",
TITLE = "Mapping forest tree species in high resolution UAV-based RGB-imagery
by means of convolutional neural networks",
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@article{bb307045,
AUTHOR = "Abdollahnejad, A. and Panagiotidis, D.",
TITLE = "Tree Species Classification and Health Status Assessment for a Mixed
Broadleaf-Conifer Forest with UAS Multispectral Imaging",
JOURNAL = RS,
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@article{bb307046,
AUTHOR = "Plakman, V. and Janssen, T. and Brouwer, N. and Veraverbeke, S.",
TITLE = "Mapping Species at an Individual-Tree Scale in a Temperate Forest,
Using Sentinel-2 Images, Airborne Laser Scanning Data, and Random
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NUMBER = "22",
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@article{bb307047,
AUTHOR = "Deur, M. and Gasparovic, M. and Balenovic, I.",
TITLE = "Tree Species Classification in Mixed Deciduous Forests Using Very
High Spatial Resolution Satellite Imagery and Machine Learning
Methods",
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@article{bb307048,
AUTHOR = "Deur, M. and Gasparovic, M. and Balenovic, I.",
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in Mixed Deciduous Forests Using Pansharpened Very High Spatial
Resolution Satellite Imagery",
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@article{bb307049,
AUTHOR = "Egli, S. and Hopke, M.",
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Data from Automated UAV Observations",
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@article{bb307050,
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Distribution Models to Improve the Conservation of Iberian White Oaks
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AUTHOR = "Michalowska, M. and Rapinski, J.",
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JOURNAL = RS,
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AUTHOR = "Yan, S.J. and Jing, L.H. and Wang, H.",
TITLE = "A New Individual Tree Species Recognition Method Based on a
Convolutional Neural Network and High-Spatial Resolution Remote
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AUTHOR = "Bohlin, J. and Wallerman, J. and Fransson, J.E.S.",
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Assessment of Tree Species Proportions",
JOURNAL = RS,
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@article{bb307056,
AUTHOR = "Gyamfi Ampadu, E. and Gebreslasie, M. and Mendoza Ponce, A.",
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AUTHOR = "Chen, L. and Tian, X.M. and Chai, G.Q. and Zhang, X.L. and Chen, E.",
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AUTHOR = "Harikumar, A. and Paris, C. and Bovolo, F. and Bruzzone, L.",
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AUTHOR = "Pearse, G.D. and Watt, M.S. and Soewarto, J. and Tan, A.Y.S.",
TITLE = "Deep Learning and Phenology Enhance Large-Scale Tree Species
Classification in Aerial Imagery during a Biosecurity Response",
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@article{bb307060,
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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.",
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Classification in Multi-Species Forest Using UAS Imagery and Semantic
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AUTHOR = "Elbaz, S. and Sheffer, E. and Lensky, I.M. and Levin, N.",
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Vegetation Indices on the Quantification of Woody Mediterranean
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NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301560"}
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AUTHOR = "Aygunes, B. and Cinbis, R.G. and Aksoy, S.",
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object recognition with an application to tree species classification",
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AUTHOR = "Madonsela, S. and Cho, M.A. and Ramoelo, A. and Mutanga, O.",
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Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages",
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301563"}
@article{bb307066,
AUTHOR = "Tatum, J. and Wallin, D.",
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Pacific Northwest, USA",
JOURNAL = RS,
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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
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301565"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301566"}
@article{bb307069,
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.",
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dense forests using small training hyperspectral data",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301567"}
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AUTHOR = "Udali, A. and Lingua, E. and Persson, H.J.",
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Sentinel-1 C-Band SAR Data in Southern Sweden",
JOURNAL = RS,
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@article{bb307071,
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
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301569"}
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AUTHOR = "Marzialetti, F. and Frate, L. and de Simone, W. and Frattaroli, A.R. and Acosta, A.T.R. and Carranza, M.L.",
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AUTHOR = "Tamburlin, D. and Torresani, M. and Tomelleri, E. and Tonon, G. and Rocchini, D.",
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for Tree Species Diversity Estimation",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301571"}
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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:
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AUTHOR = "Hologa, R. and Scheffczyk, K. and Dreiser, C. and Gartner, S.",
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Landscape Using Random Forest and Multiple Datasets",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301573"}
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AUTHOR = "Malcolm, J.R. and Brousseau, B. and Jones, T. and Thomas, S.C.",
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Composition in a Forest Resource Inventory",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301574"}
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AUTHOR = "Yang, R.R. and Wang, L. and Tian, Q.J. and Xu, N.Z. and Yang, Y.J.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301575"}
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AUTHOR = "Chen, J.C. and Chen, Y.M. and Liu, Z.J.",
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Deep Learning",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301576"}
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301577"}
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AUTHOR = "Li, Z.P. and Ding, J. and Zhang, H. and Feng, Y.M.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ts1.html#TT301579"}
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AUTHOR = "Finn, A. and Kumar, P. and Peters, S. and O'Hehir, J.",
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Sentinel-1 C-Band Backscatter Measurements in Deciduous and
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AUTHOR = "Rusnak, T. and Halabuk, A. and Halada, L. and Hilbert, H. and Gerhatova, K.",
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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",
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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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AUTHOR = "Hoffmann, J. and Muro, J. and Dubovyk, O.",
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Satellite Remote Sensing and Deep Learning",
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AUTHOR = "Cetin, Z. and Yastikli, N.",
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JOURNAL = IJGI,
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AUTHOR = "Lechner, M. and Dostalova, A. and Hollaus, M. and Atzberger, C. and Immitzer, M.",
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Instance Segmentation Algorithm for Individual Tree Species
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