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        TITLE = "Heat Exchange Capacity Prediction of Borehole Heat Exchanger (BHE)
From Infrastructure Based on Machine Learning (ML) Methods",
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@article{bb319201,
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Soil Acidity",
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@article{bb319202,
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        TITLE = "Remote Sensing Data for Digital Soil Mapping in French Research:
A Review",
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@article{bb319203,
        AUTHOR = "Bastos, B.P. and Pinheiro, H.S.K. and Ferreira, F.J.F. and de Carvalho Junior, W. and dos Anjos, L.H.C.",
        TITLE = "Could Airborne Geophysical Data Be Used to Improve Predictive
Modeling of Agronomic Soil Properties in Tropical Hillslope Area?",
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@article{bb319204,
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        TITLE = "Soil Texture Mapping in Songnen Plain of China Using Sentinel-2
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@article{bb319205,
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        TITLE = "Soil Data Cube and Artificial Intelligence Techniques for Generating
National-Scale Topsoil Thematic Maps: A Case Study in Lithuanian
Croplands",
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@article{bb319206,
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        TITLE = "LAGRS-Soil: A Full-Polarization GNSS-Reflectometry Model for Bare
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@article{bb319207,
        AUTHOR = "Sun, Z. and Liu, F. and Wang, D. and Wu, H.Y. and Zhang, G.",
        TITLE = "Improving 3D Digital Soil Mapping Based on Spatialized Lab Soil
Spectral Information",
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@article{bb319208,
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        TITLE = "High-Accuracy Mapping of Soil Parent Material Types in Hilly Areas at
the County Scale Using Machine Learning Algorithms",
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@article{bb319209,
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@article{bb319210,
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        TITLE = "Digital Mapping of Soil Particle Size Fractions in the Loess Plateau,
China, Using Environmental Variables and Multivariate Random Forest",
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@article{bb319211,
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        TITLE = "Adapting Prediction Models to Bare Soil Fractional Cover for
Extending Topsoil Clay Content Mapping Based on AVIRIS-NG
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@article{bb319212,
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Hyperspectral Imagery and Ground Data in the Fenwei Plain, China",
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@article{bb319213,
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Obtain an Accurate and High-Resolution Soil Type Map",
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@article{bb319214,
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@article{bb319215,
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        TITLE = "Exploiting Soil and Remote Sensing Data Archives for 3D Mapping of
Multiple Soil Properties at the Swiss National Scale",
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@article{bb319216,
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        TITLE = "Leveraging Remote Sensing-Derived Dynamic Crop Growth Information for
Improved Soil Property Prediction in Farmlands",
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@article{bb319217,
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        TITLE = "Predicting Abiotic Soil Characteristics Using Sentinel-2 at
Nature-Management-Relevant Spatial Scales and Extents",
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@article{bb319218,
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        TITLE = "Vegetation Masking of Remote Sensing Data Aids Machine Learning for
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@article{bb319219,
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        TITLE = "A 40-Year Time Series of Land Surface Emissivity Derived from AVHRR
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@article{bb319220,
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        TITLE = "Constructing Soil-Landscape Units Based on Slope Position and Land
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@article{bb319221,
        AUTHOR = "Najem, S. and Baghdadi, N. and Bazzi, H. and Zribi, M.",
        TITLE = "Incidence Angle Normalization of C-Band Radar Backscattering
Coefficient over Agricultural Surfaces Using Dynamic Cosine Method",
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@article{bb319222,
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@article{bb319223,
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        TITLE = "Soil Reflectance Composite for Digital Soil Mapping in a
Mediterranean Cropland District",
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@article{bb319224,
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        TITLE = "High-Resolution Mapping of Topsoil Sand Content in Planosol Regions
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@article{bb319225,
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        TITLE = "Comparing Soil pH Mapping from Multi-Temporal PlanetScope and
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@article{bb319226,
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        TITLE = "Satellite Remote Sensing Techniques and Limitations for Identifying
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@article{bb319227,
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        TITLE = "Integrating Genetic Algorithm and Geographically Weighted Approaches
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@article{bb319228,
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        TITLE = "Soil Classification Maps for the Lower Tagus Valley Area, Portugal,
Using Seismic, Geological, and Remote Sensing Data",
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@article{bb319229,
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        TITLE = "Estimating Soil Attributes for Yield Gap Reduction in Africa Using
Hyperspectral Remote Sensing Data with Artificial Intelligence
Methods: An Extensive Review and Synthesis",
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@article{bb319230,
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@article{bb319231,
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@article{bb319232,
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@article{bb319233,
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Hyperspectral Imagery via Spectral Indices and a Machine Learning
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@article{bb319234,
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Black Soil Region in Northeast China Based on Typical Period Remote
Sensing Images from Landsat 9",
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@article{bb319235,
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@article{bb319236,
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@article{bb319237,
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@article{bb319238,
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@article{bb319240,
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@article{bb319244,
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@article{bb319245,
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@article{bb319246,
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        PAGES = "1540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313749"}

@article{bb319247,
        AUTHOR = "Suleymanov, A. and Kriuchkov, N. and Asylbaev, I. and Suleymanov, R.",
        TITLE = "Optimizing Bare Soil Mosaics for Clay Prediction via Environmental
Covariates and Variable Selection",
        JOURNAL = RS,
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        YEAR = "2026",
        NUMBER = "10",
        PAGES = "1503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313750"}

@article{bb319248,
        AUTHOR = "Luo, Y. and Tang, B.H. and Wang, D. and Cai, F.L. and Li, Z.L.",
        TITLE = "Estimation of Soil Total Nitrogen in Plateau Agriculture Regions from
UAV Hyperspectral Data",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "10",
        PAGES = "1532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313751"}

@article{bb319249,
        AUTHOR = "Zhang, G.M.",
        TITLE = "Demystifying Geographic 'Laws' for Soil Mapping via Interactive
Geovisualization",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "5",
        PAGES = "212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313752"}

@inproceedings{bb319250,
        AUTHOR = "Dash, S. and Sharaff, A.",
        TITLE = "Deep Spectral Analytics Based Soil Nutrient Prediction Using
Spatial-Semantic Feature Embedding with Prototype-Guided Perturbation",
        BOOKTITLE = IVCNZ25,
        YEAR = "2025",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313753"}

@inproceedings{bb319251,
        AUTHOR = "Kuzu, R.S. and Albrecht, F. and Arnold, C. and Kamath, R. and Konen, K.",
        TITLE = "Predicting Soil Properties from Hyperspectral Satellite Images",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4296-4300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313754"}

@inproceedings{bb319252,
        AUTHOR = "Nalepa, J. and Saux, B.L. and Longepe, N. and Tulczyjew, L. and Myller, M. and Kawulok, M. and Smykala, K. and Gumiela, M.",
        TITLE = "The Hyperview Challenge: Estimating Soil Parameters from
Hyperspectral Images",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4268-4272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313755"}

@inproceedings{bb319253,
        AUTHOR = "Zelenka, C. and Lohrer, A. and Bayer, M. and Kroger, P.",
        TITLE = "AI4EO Hyperview: A Spectralnet3d and RNNplus Approach for Sustainable
Soil Parameter Estimation on Hyperspectral Image Data",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4263-4267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313756"}

@inproceedings{bb319254,
        AUTHOR = "Trofimetz, L.N. and Kolesnikov, A.A. and Panidi, E.A. and Kikin, P.M.",
        TITLE = "Integration of Data of the Remote Sensing, GIS, and Gamma-spectrometric
Analysis to Study Soil Material Redistribution",
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        YEAR = "2021",
        PAGES = "B4-2021: 147-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313757"}

@inproceedings{bb319255,
        AUTHOR = "Kobs, K. and Schafer, C. and Steininger, M. and Krause, A. and Baumhauer, R. and Paeth, H. and Hotho, A.",
        TITLE = "Semi-supervised Learning for Grain Size Distribution Interpolation",
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        YEAR = "2020",
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@inproceedings{bb319256,
        AUTHOR = "Rahmani, A. and Sarmadian, F. and Mousavi, S.R. and Khamoshi, S.E.",
        TITLE = "Digital Soil Mapping Using Geomorphometric Analysis and Case-based
Fuzzy Logic Approach",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "863-866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313759"}

@inproceedings{bb319257,
        AUTHOR = "Al Quraishi, A.M.F. and Sadiq, H.A. and Messina, J.P.",
        TITLE = "Characterization and Modeling Surface Soil Physicochemical Properties
Using Landsat Images: a Case Study in The Iraqi Kurdistan Region",
        BOOKTITLE = PIA19,
        YEAR = "2019",
        PAGES = "21-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313760"}

@inproceedings{bb319258,
        AUTHOR = "Mousavi, S.R. and Sarmadian, F. and Rahmani, A. and Khamoshi, S.E.",
        TITLE = "Digital Soil Mapping With Regression Tree Classification Approaches By
Rs and Geomorphometry Covariate in The Qazvin Plain, Iran",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313761"}

@inproceedings{bb319259,
        AUTHOR = "Saralioglu, E. and Yildirim, D. and Gungor, O.",
        TITLE = "Determining Suitable Areas For More Efficient Hazelnut Production",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
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@inproceedings{bb319260,
        AUTHOR = "Sona, G. and Passoni, D. and Pinto, L. and Pagliari, D. and Masseroni, D. and Ortuani, B. and Facchi, A.",
        TITLE = "Uav Multispectral Survey To Map Soil And Crop For Precision Farming
Applications",
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        YEAR = "2016",
        PAGES = "B1: 1023-1029",
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@inproceedings{bb319261,
        AUTHOR = "Mandal, U.K.",
        TITLE = "Spectral Color Indices Based Geospatial Modeling Of Soil Organic Matter
In Chitwan District, Nepal",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B2: 43-48",
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@inproceedings{bb319262,
        AUTHOR = "Marzahn, P. and Ludwig, R.",
        TITLE = "Using Multi-dimensional Microwave Remote Sensing Information For The
Retrieval Of Soil Surface Roughness",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 1257-1262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313765"}

@inproceedings{bb319263,
        AUTHOR = "Gomez, C. and Gholizadeh, A. and Boruvka, L. and Lagacherie, P.",
        TITLE = "Using Legacy Soil Data for Standardizing Predictions of Topsoil Clay
Content Obtained from VNIR/SWIR Hyperspectral Airborne Images",
        BOOKTITLE = GeoHyper15,
        YEAR = "2015",
        PAGES = "439-444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313766"}

@inproceedings{bb319264,
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        TITLE = "Semi-Blind Source Separation for Estimation of Clay Content Over
Semi-Vegetated Areas, from VNIR/SWIR Hyperspectral Airborne Data",
        BOOKTITLE = GeoHyper15,
        YEAR = "2015",
        PAGES = "413-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313767"}

@inproceedings{bb319265,
        AUTHOR = "Veres, M. and Lacey, G. and Taylor, G.W.",
        TITLE = "Deep Learning Architectures for Soil Property Prediction",
        BOOKTITLE = CRV15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313768"}

@inproceedings{bb319266,
        AUTHOR = "Jensen, T. and Munkholm, L.J. and Green, O. and Karstoft, H.",
        TITLE = "Soil Surface Roughness Using Cumulated Gaussian Curvature",
        BOOKTITLE = CVS15,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313769"}

@inproceedings{bb319267,
        AUTHOR = "Lin, L.X. and Wang, Y.J. and Teng, J.Y. and Xi, X.X.",
        TITLE = "Hyperspectral Analysis of Soil Total Nitrogen in Subsided Land Using
the Local Correlation Mazimization-Complementary Superiority Method",
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        YEAR = "2015",
        PAGES = "87-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT313770"}

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        AUTHOR = "Zhang, F.S. and Liu, Z.X. and Geng, X.Y. and Wang, Z.Y.",
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@article{bb319269,
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        AUTHOR = "Cho, A.R. and Suh, M.S.",
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@article{bb319271,
        AUTHOR = "Cho, A.R. and Choi, Y.Y. and Suh, M.S.",
        TITLE = "Improvements of a COMS Land Surface Temperature Retrieval Algorithm
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313774"}

@article{bb319272,
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        TITLE = "Evaluation of GOES-R Land Surface Temperature Algorithm Using SEVIRI
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        TITLE = "An Improved Algorithm for Retrieving Land Surface Emissivity and
Temperature From MSG-2/SEVIRI Data",
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        NUMBER = "6",
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@article{bb319274,
        AUTHOR = "Ren, H. and Liu, R. and Yan, G. and Mu, X. and Li, Z.L. and Nerry, F. and Liu, Q.",
        TITLE = "Angular Normalization of Land Surface Temperature and Emissivity
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        PAGES = "4913-4931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313777"}

@article{bb319275,
        AUTHOR = "Fang, L. and Yu, Y.Y. and Xu, H. and Sun, D.L.",
        TITLE = "New Retrieval Algorithm for Deriving Land Surface Temperature From
Geostationary Orbiting Satellite Observations",
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        PAGES = "819-828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313778"}

@article{bb319276,
        AUTHOR = "Urban, M. and Eberle, J. and Huttich, C. and Schmullius, C. and Herold, M.",
        TITLE = "Comparison of Satellite-Derived Land Surface Temperature
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313779"}

@article{bb319277,
        AUTHOR = "Urban, M. and Forkel, M. and Eberle, J. and Huttich, C. and Schmullius, C. and Herold, M.",
        TITLE = "Pan-Arctic Climate and Land Cover Trends Derived from Multi-Variate
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        YEAR = "2014",
        NUMBER = "3",
        PAGES = "2296-2316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313780"}

@article{bb319278,
        AUTHOR = "Pandya, M.R. and Shah, D.B. and Trivedi, H.J. and Darji, N.P. and Ramakrishnan, R. and Panigrahy, S. and Parihar, J.S. and Kirankumar, A.S.",
        TITLE = "Retrieval of land surface temperature from the Kalpana-1 VHRR data
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        NUMBER = "1",
        PAGES = "160-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313781"}

@article{bb319279,
        AUTHOR = "Metz, M. and Rocchini, D. and Neteler, M.",
        TITLE = "Surface Temperatures at the Continental Scale:
Tracking Changes with Remote Sensing at Unprecedented Detail",
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        NUMBER = "5",
        PAGES = "3822-3840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313782"}

@article{bb319280,
        AUTHOR = "Jimenez Munoz, J.C. and Sobrino, J.A. and Mattar, C. and Hulley, G. and Gottsche, F.M.",
        TITLE = "Temperature and Emissivity Separation From MSG/SEVIRI Data",
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        NUMBER = "9",
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        PAGES = "5937-5951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313783"}

@article{bb319281,
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "5952-5965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313784"}

@article{bb319282,
        AUTHOR = "Jezek, K.C. and Johnson, J.T. and Drinkwater, M.R. and Macelloni, G. and Tsang, L. and Aksoy, M. and Durand, M.",
        TITLE = "Radiometric Approach for Estimating Relative Changes in Intraglacier
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        NUMBER = "1",
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        PAGES = "134-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313785"}

@article{bb319283,
        AUTHOR = "Ghosh, A. and Joshi, P.K.",
        TITLE = "Hyperspectral imagery for disaggregation of land surface temperature
with selected regression algorithms over different land use land
cover scenes",
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        VOLUME = "96",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "76-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313786"}

@article{bb319284,
        AUTHOR = "Parmentier, B. and McGill, B. and Wilson, A.M. and Regetz, J. and Jetz, W. and Guralnick, R.P. and Tuanmu, M.N. and Robinson, N. and Schildhauer, M.",
        TITLE = "An Assessment of Methods and Remote-Sensing Derived Covariates for
Regional Predictions of 1 km Daily Maximum Air Temperature",
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        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "8639-8670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313787"}

@article{bb319285,
        AUTHOR = "Zhao, E. and Qian, Y.G. and Gao, C.X. and Huo, H.Y. and Jiang, X.G. and Kong, X.S.",
        TITLE = "Land Surface Temperature Retrieval Using Airborne Hyperspectral
Scanner Daytime Mid-Infrared Data",
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        YEAR = "2014",
        NUMBER = "12",
        PAGES = "12667-12685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313788"}

@article{bb319286,
        AUTHOR = "Zhang, Y.Z. and Wu, H. and Jiang, X.G. and Jiang, Y.Z. and Liu, Z.X. and Nerry, F.",
        TITLE = "Land Surface Temperature and Emissivity Retrieval from Field-Measured
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        YEAR = "2017",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313789"}

@article{bb319287,
        AUTHOR = "Cubero Castan, M. and Chanussot, J. and Achard, V. and Briottet, X. and Shimoni, M.",
        TITLE = "A Physics-Based Unmixing Method to Estimate Subpixel Temperatures on
Mixed Pixels",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1894-1906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313790"}

@article{bb319288,
        AUTHOR = "Chen, F. and Yang, S. and Su, Z. and He, B.Y.",
        TITLE = "A new single-channel method for estimating land surface temperature
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        JOURNAL = PandRS,
        VOLUME = "101",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "80-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313791"}

@article{bb319289,
        AUTHOR = "Tang, B.H. and Shao, K. and Li, Z.L. and Wu, H. and Nerry, F. and Zhou, G.Q.",
        TITLE = "Estimation and Validation of Land Surface Temperatures from Chinese
Second-Generation Polar-Orbit FY-3A VIRR Data",
        JOURNAL = RS,
        VOLUME = "7",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "3250-3273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313792"}

@article{bb319290,
        AUTHOR = "Bai, Y. and Wong, M.S. and Shi, W.Z. and Wu, L.X. and Qin, K.",
        TITLE = "Advancing of Land Surface Temperature Retrieval Using Extreme
Learning Machine and Spatio-Temporal Adaptive Data Fusion Algorithm",
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        YEAR = "2015",
        NUMBER = "4",
        PAGES = "4424-4441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313793"}

@article{bb319291,
        AUTHOR = "Zhang, R.H. and Rong, Y. and Tian, J. and Su, H.B. and Li, Z.L. and Liu, S.",
        TITLE = "A Remote Sensing Method for Estimating Surface Air Temperature and
Surface Vapor Pressure on a Regional Scale",
        JOURNAL = RS,
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        NUMBER = "5",
        PAGES = "6005-6025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313794"}

@article{bb319292,
        AUTHOR = "Liu, S. and Su, H.B. and Zhang, R.H. and Tian, J. and Chen, S.H. and Wang, W.Z.",
        TITLE = "Regional Estimation of Remotely Sensed Evapotranspiration Using the
Surface Energy Balance-Advection (SEB-A) Method",
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        YEAR = "2016",
        NUMBER = "8",
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@article{bb319293,
        AUTHOR = "Song, L.S. and Liu, S.M. and Kustas, W.P. and Zhou, J. and Ma, Y.F.",
        TITLE = "Using the Surface Temperature-Albedo Space to Separate Regional Soil
and Vegetation Temperatures from ASTER Data",
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        YEAR = "2015",
        NUMBER = "5",
        PAGES = "5828-5848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927st1.html#TT313796"}

@article{bb319294,
        AUTHOR = "Sismanidis, P. and Keramitsoglou, I. and Bechtel, B. and Kiranoudis, C.T.",
        TITLE = "Improving the Downscaling of Diurnal Land Surface Temperatures Using
the Annual Cycle Parameters as Disaggregation Kernels",
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@article{bb319295,
        AUTHOR = "Shwetha, H.R. and Kumar, D.N.",
        TITLE = "Prediction of high spatio-temporal resolution land surface
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and ANN",
        JOURNAL = PandRS,
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        NUMBER = "1",
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@article{bb319296,
        AUTHOR = "Gottsche, F.M. and Olesen, F.S. and Trigo, I.F. and Bork Unkelbach, A. and Martin, M.A.",
        TITLE = "Long Term Validation of Land Surface Temperature Retrieved from
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@article{bb319297,
        AUTHOR = "Ndossi, M.I. and Avdan, U.",
        TITLE = "Inversion of Land Surface Temperature (LST) Using Terra ASTER Data: A
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@article{bb319298,
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