24.4.13.6.1 Forest Extraction, Forest Analysis, Sentinel Based

Chapter Contents (Back)
Forest. Sentinel.

Nomura, K.[Keiko], Mitchard, E.T.A.[Edward T. A.],
More Than Meets the Eye: Using Sentinel-2 to Map Small Plantations in Complex Forest Landscapes,
RS(10), No. 11, 2018, pp. xx-yy.
DOI Link 1812
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Frison, P.L.[Pierre-Louis], Fruneau, B.[Bénédicte], Kmiha, S.[Syrine], Soudani, K.[Kamel], Dufrêne, E.[Eric], Toan, T.L.[Thuy Le], Koleck, T.[Thierry], Villard, L.[Ludovic], Mougin, E.[Eric], Rudant, J.P.[Jean-Paul],
Potential of Sentinel-1 Data for Monitoring Temperate Mixed Forest Phenology,
RS(10), No. 12, 2018, pp. xx-yy.
DOI Link 1901
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Arekhi, M.[Maliheh], Goksel, C.[Cigdem], Sanli, F.B.[Fusun Balik], Senel, G.[Gizem],
Comparative Evaluation of the Spectral and Spatial Consistency of Sentinel-2 and Landsat-8 OLI Data for Igneada Longos Forest,
IJGI(8), No. 2, 2019, pp. xx-yy.
DOI Link 1903
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Grabska, E.[Ewa], Hostert, P.[Patrick], Pflugmacher, D.[Dirk], Ostapowicz, K.[Katarzyna],
Forest Stand Species Mapping Using the Sentinel-2 Time Series,
RS(11), No. 10, 2019, pp. xx-yy.
DOI Link 1906
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Grabska, E.[Ewa], Hawrylo, P.[Pawel], Socha, J.[Jaroslaw],
Continuous Detection of Small-Scale Changes in Scots Pine Dominated Stands Using Dense Sentinel-2 Time Series,
RS(12), No. 8, 2020, pp. xx-yy.
DOI Link 2004
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Nink, S.[Sascha], Hill, J.[Joachim], Stoffels, J.[Johannes], Buddenbaum, H.[Henning], Frantz, D.[David], Langshausen, J.[Joachim],
Using Landsat and Sentinel-2 Data for the Generation of Continuously Updated Forest Type Information Layers in a Cross-Border Region,
RS(11), No. 20, 2019, pp. xx-yy.
DOI Link 1910
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Bayle, A.[Arthur], Carlson, B.Z.[Bradley Z.], Thierion, V.[Vincent], Isenmann, M.[Marc], Choler, P.[Philippe],
Improved Mapping of Mountain Shrublands Using the Sentinel-2 Red-Edge Band,
RS(11), No. 23, 2019, pp. xx-yy.
DOI Link 1912
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Heckel, K.[Kai], Urban, M.[Marcel], Schratz, P.[Patrick], Mahecha, M.D.[Miguel D.], Schmullius, C.[Christiane],
Predicting Forest Cover in Distinct Ecosystems: The Potential of Multi-Source Sentinel-1 and -2 Data Fusion,
RS(12), No. 2, 2020, pp. xx-yy.
DOI Link 2001
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Brede, B.[Benjamin], Verrelst, J.[Jochem], Gastellu-Etchegorry, J.P.[Jean-Philippe], Clevers, J.G.P.W.[Jan G.P.W.], Goudzwaard, L.[Leo], den Ouden, J.[Jan], Verbesselt, J.[Jan], Herold, M.[Martin],
Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI,
RS(12), No. 6, 2020, pp. xx-yy.
DOI Link 2003
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Yu, H.Y.[Hao-Yang], Ni, W.J.[Wen-Jian], Zhang, Z.J.[Zhong-Jun], Sun, G.Q.[Guo-Qing], Zhang, Z.Y.[Zhi-Yu],
Regional Forest Mapping over Mountainous Areas in Northeast China Using Newly Identified Critical Temporal Features of Sentinel-1 Backscattering,
RS(12), No. 9, 2020, pp. xx-yy.
DOI Link 2005
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Hansen, J.N.[Johannes N.], Mitchard, E.T.A.[Edward T. A.], King, S.[Stuart],
Assessing Forest/Non-Forest Separability Using Sentinel-1 C-Band Synthetic Aperture Radar,
RS(12), No. 11, 2020, pp. xx-yy.
DOI Link 2006
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Kovacevic, J.[Jovan], Cvijetinovic, Ž.[Željko], Lakušic, D.[Dmitar], Kuzmanovic, N.[Nevena], Šinžar-Sekulic, J.[Jasmina], Mitrovic, M.[Momir], Stancic, N.[Nikola], Brodic, N.[Nenad], Mihajlovic, D.[Dragan],
Spatio-Temporal Classification Framework for Mapping Woody Vegetation from Multi-Temporal Sentinel-2 Imagery,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
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Furuya, D.E.G.[Danielle Elis Garcia], Aguiar, J.A.F.[João Alex Floriano], Estrabis, N.V.[Nayara V.], Pinheiro, M.M.F.[Mayara Maezano Faita], Furuya, M.T.G.[Michelle Taís Garcia], Pereira, D.R.[Danillo Roberto], Gonçalves, W.N.[Wesley Nunes], Liesenberg, V.[Veraldo], Li, J.[Jonathan], Junior, J.M.[José Marcato], Osco, L.P.[Lucas Prado], Ramos, A.P.M.[Ana Paula Marques],
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery,
RS(12), No. 24, 2020, pp. xx-yy.
DOI Link 2012
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Dostálová, A.[Alena], Lang, M.[Mait], Ivanovs, J.[Janis], Waser, L.T.[Lars T.], Wagner, W.[Wolfgang],
European Wide Forest Classification Based on Sentinel-1 Data,
RS(13), No. 3, 2021, pp. xx-yy.
DOI Link 2102
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Praticò, S.[Salvatore], Solano, F.[Francesco], Fazio, S.D.[Salvatore Di], Modica, G.[Giuseppe],
Machine Learning Classification of Mediterranean Forest Habitats in Google Earth Engine Based on Seasonal Sentinel-2 Time-Series and Input Image Composition Optimisation,
RS(13), No. 4, 2021, pp. xx-yy.
DOI Link 2103
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Bjerreskov, K.S.[Kristian Skau], Nord-Larsen, T.[Thomas], Fensholt, R.[Rasmus],
Classification of Nemoral Forests with Fusion of Multi-Temporal Sentinel-1 and 2 Data,
RS(13), No. 5, 2021, pp. xx-yy.
DOI Link 2103
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Alonso, L.[Laura], Picos, J.[Juan], Armesto, J.[Julia],
Forest Land Cover Mapping at a Regional Scale Using Multi-Temporal Sentinel-2 Imagery and RF Models,
RS(13), No. 12, 2021, pp. xx-yy.
DOI Link 2106
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Astola, H.[Heikki], Seitsonen, L.[Lauri], Halme, E.[Eelis], Molinier, M.[Matthieu], Lönnqvist, A.[Anne],
Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest,
RS(13), No. 12, 2021, pp. xx-yy.
DOI Link 2106
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Svoboda, J.[Jan], Štych, P.[Premysl], Laštovicka, J.[Josef], Paluba, D.[Daniel], Kobliuk, N.[Natalia],
Random Forest Classification of Land Use, Land-Use Change and Forestry (LULUCF) Using Sentinel-2 Data: A Case Study of Czechia,
RS(14), No. 5, 2022, pp. xx-yy.
DOI Link 2203
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Peng, X.L.[Xue-Li], He, G.J.[Guo-Jin], She, W.Q.[Wen-Qing], Zhang, X.M.[Xiao-Mei], Wang, G.Z.[Gui-Zhou], Yin, R.[Ranyu], Long, T.F.[Teng-Fei],
A Comparison of Random Forest Algorithm-Based Forest Extraction with GF-1 WFV, Landsat 8 and Sentinel-2 Images,
RS(14), No. 21, 2022, pp. xx-yy.
DOI Link 2212
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Ren, C.Y.[Chun-Ying], Jiang, H.L.[Hai-Ling], Xi, Y.B.[Yan-Biao], Liu, P.[Pan], Li, H.Y.[Hui-Ying],
Quantifying Temperate Forest Diversity by Integrating GEDI LiDAR and Multi-Temporal Sentinel-2 Imagery,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
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Mateen, S.[Shabnam], Nuthammachot, N.[Narissara], Techato, K.[Kuaanan], Ullah, N.[Nasim],
Billion Tree Tsunami Forests Classification Using Image Fusion Technique and Random Forest Classifier Applied to Sentinel-2 and Landsat-8 Images: A Case Study of Garhi Chandan Pakistan,
IJGI(12), No. 1, 2023, pp. xx-yy.
DOI Link 2301
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Kacic, P.[Patrick], Thonfeld, F.[Frank], Gessner, U.[Ursula], Kuenzer, C.[Claudia],
Forest Structure Characterization in Germany: Novel Products and Analysis Based on GEDI, Sentinel-1 and Sentinel-2 Data,
RS(15), No. 8, 2023, pp. 1969.
DOI Link 2305
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Sa, R.[Rula], Fan, W.[Wenyi],
Estimation of Forest Parameters in Boreal Artificial Coniferous Forests Using Landsat 8 and Sentinel-2A,
RS(15), No. 14, 2023, pp. 3605.
DOI Link 2307
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Guisao-Betancur, A.[Ana], Déniz, L.G.[Luis Gómez], Marulanda-Tobón, A.[Alejandro],
Forest/Nonforest Segmentation Using Sentinel-1 and -2 Data Fusion in the Bajo Cauca Subregion in Colombia,
RS(16), No. 1, 2024, pp. xx-yy.
DOI Link 2401
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Bo, W.J.[Wen-Jing], Xiao, Y.[Yi], Sun, J.Z.[Jia-Zhe], Cao, Y.[Yun], Chen, L.[Le],
Comparative Analysis of Two Methods for Valuing Local Cooling Effect of Forests in Inner Mongolia Plateau,
RS(16), No. 23, 2024, pp. 4424.
DOI Link 2501
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Keskes, M.I.[Mohamed Islam], Mohamed, A.H.[Aya Hamed], Borz, S.A.[Stelian Alexandru], Nita, M.D.[Mihai Daniel],
Improving National Forest Mapping in Romania Using Machine Learning and Sentinel-2 Multispectral Imagery,
RS(17), No. 4, 2025, pp. 715.
DOI Link 2502
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Zhao, W.Q.[Wen-Qiong], Zhong, X.Y.[Xin-Yan], Li, X.D.[Xiao-Dong], Wang, X.[Xia], Du, Y.[Yun], Zhang, Y.H.[Yi-Hang],
Automatic Mapping of 10 m Tropical Evergreen Forest Cover in Central African Republic with Sentinel-2 Dynamic World Dataset,
RS(17), No. 4, 2025, pp. 722.
DOI Link 2502
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Luo, J.C.[Jing-Cheng], Chen, Q.[Qingda], Wu, Z.C.[Zhi-Chao], Gao, T.[Tian], Zhou, L.[Li], Deng, J.J.[Jiao-Jiao], Zhang, Y.S.[Yan-Song], Yu, D.[Dapao],
Quantifying Broad-Leaved Korean Pine Forest Structure Using Terrestrial Laser Scanning (TLS), Changbai Mountain, China,
RS(17), No. 24, 2025, pp. 4049.
DOI Link 2512
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Ronoud, G., Darvish Sefat, A.A., Fatehi, P.,
Beech Tree Density Estimation Using Sentinel-2 Data (case Study: Khyroud Forest),
SMPR19(891-895).
DOI Link 1912
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Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
Tropical Forest Analysis .


Last update:Jan 8, 2026 at 12:52:16