@article{bb309400,
        AUTHOR = "Giri, C.",
        TITLE = "Frontiers in Global Mangrove Forest Monitoring",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303881"}

@article{bb309401,
        AUTHOR = "Contessa, V. and Dyson, K. and Mulas, P.P.V. and Kindgard, A. and Liu, T. and Saah, D. and Tenneson, K. and Pekkarinen, A.",
        TITLE = "Uncovering Dynamics of Global Mangrove Gains and Losses",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303882"}

@article{bb309402,
        AUTHOR = "Giri, C. and Long, J. and Poudel, P.",
        TITLE = "Mangrove Forest Cover Change in the Conterminous United States from
1980-2020",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "20",
        PAGES = "5018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303883"}

@article{bb309403,
        AUTHOR = "Sun, Z. and Jiang, W.G. and Ling, Z.Y. and Zhong, S. and Zhang, Z. and Song, J. and Xiao, Z.J.",
        TITLE = "Using Multisource High-Resolution Remote Sensing Data (2 m) with a
Habitat-Tide-Semantic Segmentation Approach for Mangrove Mapping",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "22",
        PAGES = "5271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303884"}

@article{bb309404,
        AUTHOR = "Shen, Z. and Miao, J. and Wang, J.J. and Zhao, D. and Tang, A. and Zhen, J.N.",
        TITLE = "Evaluating Feature Selection Methods and Machine Learning Algorithms
for Mapping Mangrove Forests Using Optical and Synthetic Aperture
Radar Data",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "23",
        PAGES = "5621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303885"}

@article{bb309405,
        AUTHOR = "Chen, R. and Zhang, R. and Zhao, C.P. and Wang, Z.M. and Jia, M.M.",
        TITLE = "High-Resolution Mapping of Mangrove Species Height in Fujian
Zhangjiangkou National Mangrove Nature Reserve Combined GF-2, GF-3,
and UAV-LiDAR",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "24",
        PAGES = "5645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303886"}

@article{bb309406,
        AUTHOR = "Maung, W.S. and Tsuyuki, S. and Guo, Z.L.",
        TITLE = "Improving Land Use and Land Cover Information of Wunbaik Mangrove
Area in Myanmar Using U-Net Model with Multisource Remote Sensing
Datasets",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303887"}

@article{bb309407,
        AUTHOR = "Wang, K. and Jia, M.M. and Zhang, X. and Zhao, C.P. and Zhang, R. and Wang, Z.M.",
        TITLE = "Evaluating Ecosystem Service Value Changes in Mangrove Forests in
Guangxi, China, from 2016 to 2020",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303888"}

@article{bb309408,
        AUTHOR = "Chan Bagot, K. and Herndon, K.E. and Nicolau, A.P. and Martin Arias, V. and Evans, C. and Parache, H. and Mosely, K. and Narine, Z. and Zutta, B.",
        TITLE = "Integrating SAR, Optical, and Machine Learning for Enhanced Coastal
Mangrove Monitoring in Guyana",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303889"}

@article{bb309409,
        AUTHOR = "Panuntun, I.A. and Jamaluddin, I. and Chen, Y.N. and Lai, S.N. and Fan, K.C.",
        TITLE = "LinkNet-Spectral-Spatial-Temporal Transformer Based on Few-Shot
Learning for Mangrove Loss Detection with Small Dataset",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "6",
        PAGES = "1078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303890"}

@inproceedings{bb309410,
        AUTHOR = "Lim, H.S. and Lee, Y.L. and Eu, K.S. and Lin, M.H. and Yap, K.M. and Chia, W.C.",
        TITLE = "Novel Annotation and Metrics for Mangrove Species Classification
Using Bounding Box Object Detection",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2030-2034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303891"}

@inproceedings{bb309411,
        AUTHOR = "Li, H.Z. and Han, Y. and Chen, J.S.",
        TITLE = "Exploring the Capabilities of Combining the Sentinel-2 MSI Data And
High Resolution Google Earth Image for Mapping Mangrove Species",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:1001-1007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303892"}

@inproceedings{bb309412,
        AUTHOR = "Baharlouii, M. and Mafi Gholami, D. and Abbasi, M.",
        TITLE = "Investigating Mangrove Fragmentation Changes Using Landscape Metrics",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "159-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303893"}

@inproceedings{bb309413,
        AUTHOR = "Domingo, G.A. and Claridades, A.R.C. and Tupas, M.E.A.",
        TITLE = "Unmanned Aerial Vehicle (UAV) Survey-assisted 3D Mangrove Tree Modeling",
        BOOKTITLE = GeoDisast18,
        YEAR = "2018",
        PAGES = "123-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303894"}

@inproceedings{bb309414,
        AUTHOR = "Domingo, G.A. and Mallillin, M.M. and Perez, A.M.C. and Claridades, A.R.C. and Tamondong, A.M.",
        TITLE = "3d Visualization of Mangrove And Aquaculture Conversion in Banate Bay,
Iloilo",
        BOOKTITLE = GeoDisast17,
        YEAR = "2017",
        PAGES = "53-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303895"}

@inproceedings{bb309415,
        AUTHOR = "Otero, V. and Martinez Espinosa, C. and Dahdouh Guebas, F. and van de Kerchove, R. and Satyanarayana, B. and Lucas, R.",
        TITLE = "Variations in mangrove regeneration rates under different management
plans: An analysis of Landsat time-series in the Matang Mangrove
Forest Reserve, Peninsular Malaysia",
        BOOKTITLE = MultiTemp17,
        YEAR = "2017",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303896"}

@inproceedings{bb309416,
        AUTHOR = "Pada, A.V. and Silapan, J. and Cabanlit, M.A. and Campomanes, F. and Garcia, J.J.",
        TITLE = "Mangrove Forest Cover Extraction Of The Coastal Areas Of Negros
Occidental, Western Visayas, Philippines Using Lidar Data",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B1: 73-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303897"}

@inproceedings{bb309417,
        AUTHOR = "Monzon, A.K. and Reyes, S.R. and Veridiano, R.K. and Tumaneng, R. and de Alban, J.D.",
        TITLE = "Synergy Of Optical And Sar Data For Mapping And Monitoring Mangroves",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B6: 259-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303898"}

@inproceedings{bb309418,
        AUTHOR = "Agrawal, M. and Reddy, D.S. and Prasad, R.C.",
        TITLE = "Automatic Extraction Of Mangrove Vegetation From Optical Satellite Data",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 555-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303899"}

@inproceedings{bb309419,
        AUTHOR = "Faelga, R.A.G. and Paringit, E.C. and Perez, G.J.P. and Ibanez, C.A.G. and Argamosa, R.A.L. and Posilero, M.A.V. and Zaragosa, G.P. and Tandoc, F.A.M. and Malabanan, M.V.",
        TITLE = "Mangrove Plantation Forest Assessment Using Structural Attributes
Derived From Light Detection And Ranging (lidar) Data",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 617-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303900"}

@inproceedings{bb309420,
        AUTHOR = "Maeda, Y. and Fukushima, A. and Imai, Y. and Tanahashi, Y. and Nakama, E. and Ohta, S. and Kawazoe, K. and Akune, N.",
        TITLE = "Estimating Carbon Stock Changes Of Mangrove Forests Using Satellite
Imagery And Airborne Lidar Data In The South Sumatra State, Indonesia",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 705-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303901"}

@inproceedings{bb309421,
        AUTHOR = "Viennois, G. and Proisy, C. and Rahmania, R. and Andayani, A. and Subki, B. and Suhardjono and Feret, J.B. and Prosperi, J. and Sidik, F. and Widagti, N. and Germain, O. and Gaspar, P.",
        TITLE = "Temporal stability of mangrove multispectral signatures at fine
scales: Stability of mangrove multispectral signatures",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303902"}

@inproceedings{bb309422,
        AUTHOR = "Rahmania, R. and Proisy, C. and Germain, O. and Gaspar, P. and Viennois, G. and Prosperi, J. and Andayani, A. and Subki, B. and Farhan, A.R. and Sidik, F. and Widagti, N. and Gusmawati, N.F. and Lemonnier, H. and Suhardjono",
        TITLE = "13 Years of changes in the extent and physiognomy of mangroves after
shrimp farming abandonment, Bali",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303903"}

@inproceedings{bb309423,
        AUTHOR = "Chakravortty, S. and Choudhury, A.S.",
        TITLE = "Determining spatial location of sub pixels in hyperspectral data for
mangrove species identification",
        BOOKTITLE = ICSIPR13,
        YEAR = "2013",
        PAGES = "39-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303904"}

@inproceedings{bb309424,
        AUTHOR = "Mahmudur Rahman, M.",
        TITLE = "Time-series Analysis Of Coastal Erosion In The Sundarbans Mangrove",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B8:425-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303905"}

@article{bb309425,
        AUTHOR = "Kux, H.J.H. and Souza, U.D.V.",
        TITLE = "Object-based Image Analysis Of Worldview-2 Satellite Data For The
Classification Of Mangrove Areas In The City Of Sćo Luķs, Maranhćo
State, Brazil",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-4",
        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "95-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303906"}

@inproceedings{bb309426,
        AUTHOR = "de Oliveira Vasconcelos, A. and Landau, L. and de Miranda, F.P.",
        TITLE = "Multi-temporal analysis of a mangrove ecosystem in Southeastern Brazil
using object-based classification applied to IKONOS II data",
        BOOKTITLE = MultiTemp11,
        YEAR = "2011",
        PAGES = "169-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952ma1.html#TT303907"}

@article{bb309427,
        AUTHOR = "Urban, M. and Hese, S. and Herold, M. and Pocking, S. and Schmullius, C.",
        TITLE = "Pan-Arctic Land Cover Mapping and Fire Assessment for the ESA Data User
Element Permafrost",
        JOURNAL = PFG,
        VOLUME = "2010",
        YEAR = "2010",
        NUMBER = "4",
        PAGES = "283-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303908"}

@article{bb309428,
        AUTHOR = "Silver, K. and Carroll, M.",
        TITLE = "A Comparative Review of North American Tundra Delineations",
        JOURNAL = IJGI,
        VOLUME = "2",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "324-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303909"}

@article{bb309429,
        AUTHOR = "Buchhorn, M. and Walker, D.A. and Heim, B. and Raynolds, M.K. and Epstein, H.E. and Schwieder, M.",
        TITLE = "Ground-Based Hyperspectral Characterization of Alaska Tundra
Vegetation along Environmental Gradients",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "3971-4005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303910"}

@article{bb309430,
        AUTHOR = "Bhatt, U.S. and Walker, D.A. and Raynolds, M.K. and Bieniek, P.A. and Epstein, H.E. and Comiso, J.C. and Pinzon, J.E. and Tucker, C.J. and Polyakov, I.V.",
        TITLE = "Recent Declines in Warming and Vegetation Greening Trends over
Pan-Arctic Tundra",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "4229-4254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303911"}

@article{bb309431,
        AUTHOR = "Simms, E. and Ward, H.",
        TITLE = "Multisensor NDVI-Based Monitoring of the Tundra-Taiga Interface (Mealy
Mountains, Labrador, Canada)",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1066-1090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303912"}

@article{bb309432,
        AUTHOR = "Muster, S. and Heim, B. and Abnizova, A. and Boike, J.",
        TITLE = "Water Body Distributions Across Scales:
A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1498-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303913"}

@article{bb309433,
        AUTHOR = "Stumberg, N. and Hauglin, M. and Bollandsas, O.M. and Gobakken, T. and Nęsset, E.",
        TITLE = "Improving Classification of Airborne Laser Scanning Echoes in the
Forest-Tundra Ecotone Using Geostatistical and Statistical Measures",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "4582-4599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303914"}

@article{bb309434,
        AUTHOR = "Stumberg, N. and Bollandsas, O.M. and Gobakken, T. and Nęsset, E.",
        TITLE = "Automatic Detection of Small Single Trees in the Forest-Tundra
Ecotone Using Airborne Laser Scanning",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "10152-10170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303915"}

@article{bb309435,
        AUTHOR = "Hauglin, M. and Nęsset, E.",
        TITLE = "Detection and Segmentation of Small Trees in the Forest-Tundra
Ecotone Using Airborne Laser Scanning",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "5",
        PAGES = "407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303916"}

@article{bb309436,
        AUTHOR = "Nęsset, E.",
        TITLE = "Discrimination between Ground Vegetation and Small Pioneer Trees in
the Boreal-Alpine Ecotone Using Intensity Metrics Derived from
Airborne Laser Scanner Data",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "7",
        PAGES = "548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303917"}

@article{bb309437,
        AUTHOR = "Montesano, P.M. and Sun, G.Q. and Dubayah, R. and Ranson, K.J.",
        TITLE = "The Uncertainty of Plot-Scale Forest Height Estimates from
Complementary Spaceborne Observations in the Taiga-Tundra Ecotone",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "10070-10088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303918"}

@article{bb309438,
        AUTHOR = "Karlsson, J.M. and Lyon, S.W. and Destouni, G.",
        TITLE = "Temporal Behavior of Lake Size-Distribution in a Thawing Permafrost
Landscape in Northwestern Siberia",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "621-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303919"}

@article{bb309439,
        AUTHOR = "Ullmann, T. and Schmitt, A. and Roth, A. and Duffe, J. and Dech, S. and Hubberten, H.W. and Baumhauer, R.",
        TITLE = "Land Cover Characterization and Classification of Arctic Tundra
Environments by Means of Polarized Synthetic Aperture X- and C-Band
Radar (PolSAR) and Landsat 8 Multispectral Imagery: Richards Island,
Canada",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "8565-8593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303920"}

@article{bb309440,
        AUTHOR = "Jenkins, L.K. and Bourgeau Chavez, L.L. and French, N.H.F. and Loboda, T.V. and Thelen, B.J.",
        TITLE = "Development of Methods for Detection and Monitoring of Fire
Disturbance in the Alaskan Tundra Using a Two-Decade Long Record of
Synthetic Aperture Radar Satellite Images",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "7",
        PAGES = "6347-6364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303921"}

@article{bb309441,
        AUTHOR = "Hogstrom, E. and Trofaier, A.M. and Gouttevin, I. and Bartsch, A.",
        TITLE = "Assessing Seasonal Backscatter Variations with Respect to
Uncertainties in Soil Moisture Retrieval in Siberian Tundra Regions",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "8718-8738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303922"}

@article{bb309442,
        AUTHOR = "Bratsch, S.N. and Epstein, H.E. and Buchhorn, M. and Walker, D.A.",
        TITLE = "Differentiating among Four Arctic Tundra Plant Communities at Ivotuk,
Alaska Using Field Spectroscopy",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303923"}

@article{bb309443,
        AUTHOR = "Iwahana, G. and Uchida, M. and Liu, L. and Gong, W.Y. and Meyer, F.J. and Guritz, R. and Yamanokuchi, T. and Hinzman, L.",
        TITLE = "InSAR Detection and Field Evidence for Thermokarst after a Tundra
Wildfire, Using ALOS-PALSAR",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303924"}

@article{bb309444,
        AUTHOR = "Brown, D.R.N. and Jorgenson, M.T. and Kielland, K. and Verbyla, D.L. and Prakash, A. and Koch, J.C.",
        TITLE = "Landscape Effects of Wildfire on Permafrost Distribution in Interior
Alaska Derived from Remote Sensing",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "8",
        PAGES = "654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303925"}

@article{bb309445,
        AUTHOR = "Langford, Z. and Kumar, J. and Hoffman, F.M. and Norby, R.J. and Wullschleger, S.D. and Sloan, V.L. and Iversen, C.M.",
        TITLE = "Mapping Arctic Plant Functional Type Distributions in the Barrow
Environmental Observatory Using WorldView-2 and LiDAR Datasets",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "9",
        PAGES = "733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303926"}

@article{bb309446,
        AUTHOR = "Anderson, H.B. and Nilsen, L. and Tommervik, H. and Karlsen, S.R. and Nagai, S. and Cooper, E.J.",
        TITLE = "Using Ordinary Digital Cameras in Place of Near-Infrared Sensors to
Derive Vegetation Indices for Phenology Studies of High Arctic
Vegetation",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303927"}

@article{bb309447,
        AUTHOR = "Cooper, E.J. and Nagai, S. and Karlsen, S.R. and Tommervik, H. and Nilsen, L. and Anderson, H.B.",
        TITLE = "Using Ordinary Digital Cameras in Place of Near-Infrared Sensors to
Derive Vegetation Indices for Phenology Studies of High Arctic
Vegetation",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303927"}

@article{bb309448,
        AUTHOR = "Calvino Cancela, M. and Martin Herrero, J.",
        TITLE = "Spectral Discrimination of Vegetation Classes in Ice-Free Areas of
Antarctica",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303928"}

@article{bb309449,
        AUTHOR = "Mironov, V.L. and Muzalevskiy, K.V. and Ruzicka, Z.",
        TITLE = "Retrieving Profile Temperatures in a Frozen Topsoil Near the TFS,
Alaska, Based on SMOS Brightness Temperatures at the 1.4-GHz
Frequency",
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        PAGES = "7331-7338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303929"}

@article{bb309450,
        AUTHOR = "Ullmann, T. and Schmitt, A. and Jagdhuber, T.",
        TITLE = "Two Component Decomposition of Dual Polarimetric HH/VV SAR Data:
Case Study for the Tundra Environment of the Mackenzie Delta Region,
Canada",
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@article{bb309451,
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        TITLE = "Mapping Arctic Tundra Vegetation Communities Using Field Spectroscopy
and Multispectral Satellite Data in North Alaska, USA",
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        PAGES = "978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303931"}

@article{bb309452,
        AUTHOR = "Davidson, S.J. and Santos, M.J. and Sloan, V.L. and Reuss Schmidt, K. and Phoenix, G.K. and Oechel, W.C. and Zona, D.",
        TITLE = "Upscaling CH4 Fluxes Using High-Resolution Imagery in Arctic Tundra
Ecosystems",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303932"}

@article{bb309453,
        AUTHOR = "Bartsch, A. and Hofler, A. and Kroisleitner, C. and Trofaier, A.M.",
        TITLE = "Land Cover Mapping in Northern High Latitude Permafrost Regions with
Satellite Data: Achievements and Remaining Challenges",
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303933"}

@article{bb309454,
        AUTHOR = "Jia, Y.Y. and Kim, J.W. and Shum, C.K. and Lu, Z. and Ding, X.L. and Zhang, L. and Erkan, K. and Kuo, C.Y. and Shang, K. and Tseng, K.H. and Yi, Y.",
        TITLE = "Characterization of Active Layer Thickening Rate over the Northern
Qinghai-Tibetan Plateau Permafrost Region Using ALOS Interferometric
Synthetic Aperture Radar Data, 2007-2009",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303934"}

@article{bb309455,
        AUTHOR = "Carroll, M.L. and Loboda, T.V.",
        TITLE = "Multi-Decadal Surface Water Dynamics in North American Tundra",
        JOURNAL = RS,
        VOLUME = "9",
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        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303935"}

@article{bb309456,
        AUTHOR = "Nitze, I. and Grosse, G. and Jones, B.M. and Arp, C.D. and Ulrich, M. and Fedorov, A. and Veremeeva, A.",
        TITLE = "Landsat-Based Trend Analysis of Lake Dynamics across Northern
Permafrost Regions",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303936"}

@article{bb309457,
        AUTHOR = "Kepski, D. and Luks, B. and Migala, K. and Wawrzyniak, T. and Westermann, S. and Wojtun, B.",
        TITLE = "Terrestrial Remote Sensing of Snowmelt in a Diverse High-Arctic
Tundra Environment Using Time-Lapse Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303937"}

@article{bb309458,
        AUTHOR = "Macander, M.J. and Frost, G.V. and Nelson, P.R. and Swingley, C.S.",
        TITLE = "Regional Quantitative Cover Mapping of Tundra Plant Functional Types
in Arctic Alaska",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303938"}

@article{bb309459,
        AUTHOR = "Beamish, A.L. and Coops, N. and Chabrillat, S. and Heim, B.",
        TITLE = "A Phenological Approach to Spectral Differentiation of Low-Arctic
Tundra Vegetation Communities, North Slope, Alaska",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303939"}

@article{bb309460,
        AUTHOR = "Saberi, N. and Kelly, R. and Toose, P. and Roy, A. and Derksen, C.",
        TITLE = "Modeling the Observed Microwave Emission from Shallow Multi-Layer
Tundra Snow Using DMRT-ML",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303940"}

@article{bb309461,
        AUTHOR = "May, J.L. and Healey, N.C. and Ahrends, H.E. and Hollister, R.D. and Tweedie, C.E. and Welker, J.M. and Gould, W.A. and Oberbauer, S.F.",
        TITLE = "Short-Term Impacts of the Air Temperature on Greening and Senescence
in Alaskan Arctic Plant Tundra Habitats",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303941"}

@article{bb309462,
        AUTHOR = "Stettner, S. and Beamish, A.L. and Bartsch, A. and Heim, B. and Grosse, G. and Roth, A. and Lantuit, H.",
        TITLE = "Monitoring Inter- and Intra-Seasonal Dynamics of Rapidly Degrading
Ice-Rich Permafrost Riverbanks in the Lena Delta with TerraSAR-X Time
Series",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303942"}

@article{bb309463,
        AUTHOR = "Zagajewski, B. and Tommervik, H. and Bjerke, J.W. and Raczko, E. and Bochenek, Z. and Klos, A. and Jarocinska, A. and Lavender, S. and Ziolkowski, D.",
        TITLE = "Intraspecific Differences in Spectral Reflectance Curves as
Indicators of Reduced Vitality in High-Arctic Plants",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303943"}

@article{bb309464,
        AUTHOR = "Hogrefe, K.R. and Patil, V.P. and Ruthrauff, D.R. and Meixell, B.W. and Budde, M.E. and Hupp, J.W. and Ward, D.H.",
        TITLE = "Normalized Difference Vegetation Index as an Estimator for Abundance
and Quality of Avian Herbivore Forage in Arctic Alaska",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303944"}

@article{bb309465,
        AUTHOR = "Antonova, S. and Sudhaus, H. and Strozzi, T. and Zwieback, S. and Kaab, A. and Heim, B. and Langer, M. and Bornemann, N. and Boike, J.",
        TITLE = "Thaw Subsidence of a Yedoma Landscape in Northern Siberia, Measured
In Situ and Estimated from TerraSAR-X Interferometry",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303945"}

@article{bb309466,
        AUTHOR = "Molan, Y.E. and Kim, J.W. and Lu, Z. and Wylie, B. and Zhu, Z.L.",
        TITLE = "Modeling Wildfire-Induced Permafrost Deformation in an Alaskan Boreal
Forest Using InSAR Observations",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303946"}

@article{bb309467,
        AUTHOR = "Shi, Y. and Niu, F. and Yang, C.S. and Che, T. and Lin, Z.J. and Luo, J.",
        TITLE = "Permafrost Presence/Absence Mapping of the Qinghai-Tibet Plateau
Based on Multi-Source Remote Sensing Data",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303947"}

@article{bb309468,
        AUTHOR = "Zhang, Z.J. and Wang, C. and Zhang, H. and Tang, Y.X. and Liu, X.",
        TITLE = "Analysis of Permafrost Region Coherence Variation in the
Qinghai-Tibet Plateau with a High-Resolution TerraSAR-X Image",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303948"}

@article{bb309469,
        AUTHOR = "Whitley, M.A. and Frost, G.V. and Jorgenson, M.T. and Macander, M.J. and Maio, C.V. and Winder, S.G.",
        TITLE = "Assessment of LiDAR and Spectral Techniques for High-Resolution
Mapping of Sporadic Permafrost on the Yukon-Kuskokwim Delta, Alaska",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303949"}

@article{bb309470,
        AUTHOR = "Niu, F.J. and Yin, G. and Luo, J. and Lin, Z.J. and Liu, M.H.",
        TITLE = "Permafrost Distribution along the Qinghai-Tibet Engineering Corridor,
China Using High-Resolution Statistical Mapping and Modeling
Integrated with Remote Sensing and GIS",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303950"}

@article{bb309471,
        AUTHOR = "Yin, G. and Zheng, H. and Niu, F.J. and Luo, J. and Lin, Z.J. and Liu, M.H.",
        TITLE = "Numerical Mapping and Modeling Permafrost Thermal Dynamics across the
Qinghai-Tibet Engineering Corridor, China Integrated with Remote
Sensing",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303951"}

@article{bb309472,
        AUTHOR = "Suzuki, K. and Matsuo, K. and Yamazaki, D. and Ichii, K. and Iijima, Y. and Papa, F. and Yanagi, Y.J. and Hiyama, T.",
        TITLE = "Hydrological Variability and Changes in the Arctic Circumpolar Tundra
and the Three Largest Pan-Arctic River Basins from 2002 to 2016",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303952"}

@article{bb309473,
        AUTHOR = "Widhalm, B. and Bartsch, A. and Goler, R.",
        TITLE = "Simplified Normalization of C-Band Synthetic Aperture Radar Data for
Terrestrial Applications in High Latitude Environments",
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        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303953"}

@article{bb309474,
        AUTHOR = "Wang, L.X. and Marzahn, P. and Bernier, M. and Ludwig, R.",
        TITLE = "Mapping permafrost landscape features using object-based image
classification of multi-temporal SAR images",
        JOURNAL = PandRS,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303954"}

@article{bb309475,
        AUTHOR = "Fraser, R.H. and Kokelj, S.V. and Lantz, T.C. and McFarlane Winchester, M. and Olthof, I. and Lacelle, D.",
        TITLE = "Climate Sensitivity of High Arctic Permafrost Terrain Demonstrated by
Widespread Ice-Wedge Thermokarst on Banks Island",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303955"}

@article{bb309476,
        AUTHOR = "Lancheros, E. and Camps, A. and Park, H. and Sicard, P. and Mangin, A. and Matevosyan, H. and Lluch, I.",
        TITLE = "Gaps Analysis and Requirements Specification for the Evolution of
Copernicus System for Polar Regions Monitoring:
Addressing the Challenges in the Horizon 2020-2030",
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        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303956"}

@article{bb309477,
        AUTHOR = "Swanson, D.K. and Nolan, M.",
        TITLE = "Growth of Retrogressive Thaw Slumps in the Noatak Valley, Alaska,
2010-2016, Measured by Airborne Photogrammetry",
        JOURNAL = RS,
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        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303957"}

@article{bb309478,
        AUTHOR = "Baghdadi, N. and Bazzi, H. and El Hajj, M. and Zribi, M.",
        TITLE = "Detection of Frozen Soil Using Sentinel-1 SAR Data",
        JOURNAL = RS,
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        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303958"}

@article{bb309479,
        AUTHOR = "Pour, A.B. and Park, T.Y.S. and Park, Y. and Hong, J.K. and Zoheir, B. and Pradhan, B. and Ayoobi, I. and Hashim, M.",
        TITLE = "Application of Multi-Sensor Satellite Data for Exploration of Zn-Pb
Sulfide Mineralization in the Franklinian Basin, North Greenland",
        JOURNAL = RS,
        VOLUME = "10",
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        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303959"}

@article{bb309480,
        AUTHOR = "Strozzi, T. and Antonova, S. and Gunther, F. and Matzler, E. and Vieira, G. and Wegmuller, U. and Westermann, S. and Bartsch, A.",
        TITLE = "Sentinel-1 SAR Interferometry for Surface Deformation Monitoring in
Low-Land Permafrost Areas",
        JOURNAL = RS,
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303960"}

@article{bb309481,
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        TITLE = "Dynamics of Permafrost Coasts of Baydaratskaya Bay (Kara Sea) Based
on Multi-Temporal Remote Sensing Data",
        JOURNAL = RS,
        VOLUME = "10",
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        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303961"}

@article{bb309482,
        AUTHOR = "Wang, C. and Zhang, Z.J. and Paloscia, S. and Zhang, H. and Wu, F. and Wu, Q.",
        TITLE = "Permafrost Soil Moisture Monitoring Using Multi-Temporal TerraSAR-X
Data in Beiluhe of Northern Tibet, China",
        JOURNAL = RS,
        VOLUME = "10",
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        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303962"}

@article{bb309483,
        AUTHOR = "Saito, H. and Iijima, Y. and Basharin, N.I. and Fedorov, A.N. and Kunitsky, V.V.",
        TITLE = "Thermokarst Development Detected from High-Definition Topographic
Data in Central Yakutia",
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        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303963"}

@article{bb309484,
        AUTHOR = "Wang, S. and Lu, X.C. and Cheng, X. and Li, X.L. and Peichl, M. and Mammarella, I.",
        TITLE = "Limitations and Challenges of MODIS-Derived Phenological Metrics
Across Different Landscapes in Pan-Arctic Regions",
        JOURNAL = RS,
        VOLUME = "10",
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        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303964"}

@article{bb309485,
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        TITLE = "A phenology-based approach to the classification of Arctic tundra
ecosystems in Greenland",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303965"}

@article{bb309486,
        AUTHOR = "van der Sluijs, J. and Kokelj, S.V. and Fraser, R.H. and Tunnicliffe, J. and Lacelle, D.",
        TITLE = "Permafrost Terrain Dynamics and Infrastructure Impacts Revealed by
UAV Photogrammetry and Thermal Imaging",
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        VOLUME = "10",
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        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303966"}

@article{bb309487,
        AUTHOR = "Langford, Z.L. and Kumar, J. and Hoffman, F.M. and Breen, A.L. and Iversen, C.M.",
        TITLE = "Arctic Vegetation Mapping Using Unsupervised Training Datasets and
Convolutional Neural Networks",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303967"}

@article{bb309488,
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        TITLE = "A Modeling-Based Approach for Soil Frost Detection in the Northern
Boreal Forest Region With C-Band SAR",
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        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1069-1083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303968"}

@article{bb309489,
        AUTHOR = "Zhao, S.M. and Zhang, S.F. and Cheng, W.M. and Zhou, C.H.",
        TITLE = "Model Simulation and Prediction of Decadal Mountain Permafrost
Distribution Based on Remote Sensing Data in the Qilian Mountains
from the 1990s to the 2040s",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303969"}

@article{bb309490,
        AUTHOR = "Romanov, A.N. and Ulanov, P.N.",
        TITLE = "Seasonal Differences in Dielectric Properties of Dwarf Woody Tundra
Vegetation in a Microwave Range",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3119-3125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303970"}

@article{bb309491,
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        TITLE = "High Spatial Resolution Modeling of Climate Change Impacts on
Permafrost Thermal Conditions for the Beiluhe Basin, Qinghai-Tibet
Plateau",
        JOURNAL = RS,
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        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303971"}

@article{bb309492,
        AUTHOR = "Kycko, M. and Zagajewski, B. and Lavender, S. and Dabija, A.",
        TITLE = "In Situ Hyperspectral Remote Sensing for Monitoring of Alpine
Trampled and Recultivated Species",
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        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303972"}

@article{bb309493,
        AUTHOR = "Fu, D.J. and Su, F.Z. and Wang, J. and Sui, Y.J.",
        TITLE = "Patterns of Arctic Tundra Greenness Based on Spatially Downscaled
Solar-Induced Fluorescence",
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        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303973"}

@article{bb309494,
        AUTHOR = "Liang, L. and Liu, Q.S. and Liu, G. and Li, H. and Huang, C.",
        TITLE = "Accuracy Evaluation and Consistency Analysis of Four Global Land
Cover Products in the Arctic Region",
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        YEAR = "2019",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog952tu1.html#TT303974"}

@article{bb309495,
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        TITLE = "Mapping Listvenite Occurrences in the Damage Zones of Northern
Victoria Land, Antarctica Using ASTER Satellite Remote Sensing Data",
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        NUMBER = "12",
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@article{bb309496,
        AUTHOR = "Chen, R.H. and Tabatabaeenejad, A. and Moghaddam, M.",
        TITLE = "Retrieval of Permafrost Active Layer Properties Using Time-Series
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