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TITLE = "Spatial Network Analysis of CO2 Emissions in Major Cities in China:
Regional Structures and Influencing Factors",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
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TITLE = "Assessment of the Impacts of Different Carbon Sources and Sinks on
Atmospheric CO2 Concentrations Based on GEOS-Chem",
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AUTHOR = "Yuan, H.H. and Zhang, J.L. and Zhang, H.N. and Xu, W.G. and Peng, J. and Wang, X.Y. and Chen, P. and Li, P.H. and Lu, F. and Yan, J. and Wang, Z.",
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JOURNAL = RS,
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NUMBER = "6",
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AUTHOR = "Zhu, H. and Cheng, T. and Li, X.Y. and Ye, X.T. and Fan, D.H. and Tang, T. and Tong, H.R. and Zhang, L.",
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satellite aerosol Data: Advancing understanding of anthropogenic
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AUTHOR = "Hu, Y. and Sun, R.X. and He, M.M. and Zhao, J. and Li, Y. and Huang, S.Z. and Zhang, J.J.",
TITLE = "Estimating Spatiotemporal Dynamics of Carbon Storage in Roinia
pseudoacacia Plantations in the Caijiachuan Watershed Using Sample
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JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
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AUTHOR = "Yang, X.Y. and Yu, Q. and Avirmed, B. and Wang, Y. and Zhao, J. and Sun, W.J. and Cui, H. and Chi, B. and Long, J.",
TITLE = "Spatiotemporal Dynamics and Future Projections of Carbon Use
Efficiency on the Mongolian Plateau: A Remote Sensing and Machine
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NUMBER = "8",
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AUTHOR = "Lian, Y.H. and He, Y. and Wang, L. and Wu, Y.T. and Wang, Y.J. and Xu, Z.X. and Xu, X.W. and Wang, L.",
TITLE = "Spatiotemporal Dynamics of Forest Carbon Sinks in China's Qinba
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AUTHOR = "Wang, Z.K. and Liu, X.L. and Zhang, S.P. and Meng, X.S. and Zhang, H.J. and Guo, X.",
TITLE = "Multi-Scenario Land Use and Carbon Storage Assessment in the Yellow
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cseq2.html#TT311617"}
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AUTHOR = "Rakotoharisoa, A. and Cenci, S. and Arcucci, R.",
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AUTHOR = "Yang, Y.F. and Gao, W. and Zhang, Y.",
TITLE = "Retrieval of Dissolved Organic Carbon Storage in Plateau Lakes Based
on Remote Sensing and Analysis of Driving Factors:
A Case Study of Lake Dianchi",
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AUTHOR = "Ma, W.B. and Zhu, Y.M. and Ou, D. and Chen, Y.C. and Shao, Y. and Wang, N.N. and Wang, N. and Li, H.D.",
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the Yangtze River Delta Urban Agglomeration: A Remote Sensing-Based
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AUTHOR = "Lindsey, S. and Bade, M. and Li, Y.",
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Socioeconomic and Environmental Factors",
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AUTHOR = "Dong, H. and Tang, L. and Liu, J.H. and Hu, X.Y. and Shao, G.F.",
TITLE = "Remote sensing of urban tree carbon stocks: A methodological review",
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AUTHOR = "Guo, M.S. and Zhou, N.Q. and Cai, Y. and Wang, X. and Zhang, X. and Lu, S.S. and Liu, K. and Zhao, W.G.",
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Response to Climate Variability and Anthropogenic Activities in
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AUTHOR = "Li, R. and Zhou, Z. and Kong, J. and Wang, C. and Wang, Y. and Xie, R. and Ding, C.X. and Zhang, X.Y.",
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Stocks in Karst Mountain Areas: A Case Study of Guiyang City",
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TITLE = "Remote Sensing Evidence of Blue Carbon Stock Increase and Attribution
of Its Drivers in Coastal China",
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AUTHOR = "Yang, M.H. and Wang, M. and Cao, L. and Zhang, H.P. and Niu, H. and Liu, J.",
TITLE = "Evolution and Attribution Analysis of the Relationship Among Soil
Erosion Negative Service, Carbon Sequestration, and Water Yield in
the Yellow River Basin After the Grain for Green Program",
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AUTHOR = "Li, C.L. and Huang, J.H. and Luo, Y. and Wang, J.J.",
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China: Insights from PLUS-InVEST and OPGD Models",
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AUTHOR = "Xia, L. and Tan, H.J. and Zhang, J. and Yang, K. and Teng, C.K. and Huang, K. and Yang, J.W. and Cheng, T.",
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Carbon Sink Dynamics in Subtropical Mountain Ecosystems",
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AUTHOR = "Xu, X.L. and Han, F. and Zhao, J.X. and Li, Y. and Lei, Z.Q. and Zhang, S. and Han, H.",
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AUTHOR = "Zhang, L.Q. and Zhang, X.Y. and Zhang, Z.P. and Zhang, X.Y. and Huang, H.H. and Wang, Z.",
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AUTHOR = "Wang, C. and Luo, C. and Meng, X. and Wang, C.K. and Liu, H.J.",
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sensing SOC estimation: A case study of the black soil region in
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AUTHOR = "Liu, W.H. and Ling, X.L. and Li, C.G. and He, B.T.",
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AUTHOR = "Shi, D.H.",
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Soils Controlled by Mineral Assemblages",
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of Xilinguole Coal Mining Area Based on Semivariogram",
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AUTHOR = "Chen, M. and Cai, H.Y. and Wang, L. and Lei, M.",
TITLE = "Grid-Scale Regional Risk Assessment of Potentially Toxic Metals Using
Multi-Source Data",
JOURNAL = IJGI,
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YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311659"}
@article{bb317150,
AUTHOR = "Guo, B. and Guo, X. and Zhang, B. and Suo, L. and Bai, H. and Luo, P.P.",
TITLE = "Using a Two-Stage Scheme to Map Toxic Metal Distributions Based on
GF-5 Satellite Hyperspectral Images at a Northern Chinese Opencast
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JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311660"}
@article{bb317151,
AUTHOR = "Chalkley, R. and Crane, R.A. and Eyre, M. and Hicks, K. and Jackson, K.M. and Hudson Edwards, K.A.",
TITLE = "A Multi-Scale Feasibility Study into Acid Mine Drainage (AMD)
Monitoring Using Same-Day Observations",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311661"}
@article{bb317152,
AUTHOR = "Tang, T. and Chen, C. and Wu, W.B. and Zhang, Y. and Han, C.Y. and Li, J. and Gao, T. and Li, J.",
TITLE = "Hyperspectral Inversion Model of Relative Heavy Metal Content in
Pennisetum sinese Roxb via EEMD-db3 Algorithm",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311662"}
@article{bb317153,
AUTHOR = "Kimijima, S. and Nagai, M. and Sakakibara, M.",
TITLE = "Distribution of Enhanced Potentially Toxic Element Contaminations Due
to Natural and Coexisting Gold Mining Activities Using Planet
Smallsat Constellations",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311663"}
@article{bb317154,
AUTHOR = "Wen, Q.Q. and Yang, L.S. and Yu, J.P. and Wei, B.G. and Yin, S.H.",
TITLE = "Sources and Risk Characteristics of Heavy Metals in Plateau Soils
Predicted by Geo-Detectors",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1588",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311664"}
@article{bb317155,
AUTHOR = "Suleymanov, A. and Suleymanov, R. and Kulagin, A. and Yurkevich, M.",
TITLE = "Mercury Prediction in Urban Soils by Remote Sensing and Relief Data
Using Machine Learning Techniques",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311665"}
@article{bb317156,
AUTHOR = "Wu, Y.T. and Zhou, L.F. and Meng, Y.B. and Lin, Q. and Fei, Y.",
TITLE = "Influential Topographic Factor Identification of Soil Heavy Metals
Using GeoDetector: The Effects of DEM Resolution and Pollution
Sources",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "16",
PAGES = "4067",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927shm2.html#TT311666"}
@article{bb317157,
AUTHOR = "Zheng, M. and Luan, H.J. and Liu, G.S. and Sha, J.M. and Duan, Z. and Wang, L.",
TITLE = "Ground-Based Hyperspectral Retrieval of Soil Arsenic Concentration in
Pingtan Island, China",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "17",
PAGES = "4349",
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@article{bb317158,
AUTHOR = "Nogueira, P. and Silva, M. and Roseiro, J. and Potes, M. and Rodrigues, G.",
TITLE = "Mapping the Mine: Combining Portable X-ray Fluorescence,
Spectroradiometry, UAV, and Sentinel-2 Images to Identify
Contaminated Soils: Application to the Mostardeira Mine (Portugal)",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "22",
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AUTHOR = "Carvalho, M. and Cardoso Fernandes, J. and Lima, A. and Teodoro, A.C.",
TITLE = "Convolutional Neural Networks Applied to Antimony Quantification via
Soil Laboratory Reflectance Spectroscopy in Northern Portugal:
Opportunities and Challenges",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
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AUTHOR = "Guo, F. and Xu, Z. and Ma, H. and Liu, X.J. and Gao, L.",
TITLE = "On Optimizing Hyperspectral Inversion of Soil Copper Content by
Kernel Principal Component Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
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AUTHOR = "Lovynska, V. and Bayat, B. and Bol, R. and Moradi, S. and Rahmati, M. and Raj, R. and Sytnyk, S. and Wiche, O. and Wu, B. and Montzka, C.",
TITLE = "Monitoring Heavy Metals and Metalloids in Soils and Vegetation by
Remote Sensing: A Review",
JOURNAL = RS,
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AUTHOR = "Wang, D.M. and Kopackova Strnadova, V. and Zhang, B. and Zhang, J. and Wang, F. and Yang, J.",
TITLE = "Hyperspectral Detection of Metal Element Concentration in Vegetation
Canopies: A Case Study of Fe and Mo",
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@article{bb317163,
AUTHOR = "Kerfoot, W.C. and Swain, G. and Regis, R. and Raman, V.K. and Brooks, C.N. and Cook, C. and Reif, M.",
TITLE = "Coastal Environments: LiDAR Mapping of Copper Tailings Impacts,
Particle Retention of Copper, Leaching, and Toxicity",
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AUTHOR = "TavallaieNejad, A. and Vila, M.C. and Paneiro, G. and Baptista, J.S.",
TITLE = "A Systematic Review of Machine Learning Algorithms for Soil Pollutant
Detection Using Satellite Imagery",
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@article{bb317165,
AUTHOR = "Zhao, Z. and Sun, Y. and Jia, W.W. and Yang, J. and Wang, F.",
TITLE = "Prediction of Vanadium Contamination Distribution Pattern Through
Remote Sensing Image Fusion and Machine Learning",
JOURNAL = RS,
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AUTHOR = "Mangafic, A. and Ostir, K. and Kolar, M. and Zupan, M.",
TITLE = "Hyperspectral Soil Heavy Metal Prediction via Privileged-Informed
Residual Correction",
JOURNAL = RS,
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AUTHOR = "Pourmorad, S. and Abbasi, S. and Dimuccio, L.A.",
TITLE = "Mapping Soil Trace Metals Using VIS-NIR-SWIR Spectroscopy and Machine
Learning in Aligudarz District, Western Iran",
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AUTHOR = "Li, Y.Q. and Meng, D. and Yang, Q. and Zhang, M. and Zhao, Y.",
TITLE = "Inversion of Soil Arsenic Concentration in Sanlisha'an Mining Area
Based on ZY-02E Hyperspectral Satellite Images",
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@inproceedings{bb317169,
AUTHOR = "Ech Chafay, H. and Najy, M. and El Ghazouany, A. and Akkaoui, O. and Lachhab, M. and Belghyti, D.",
TITLE = "Evaluation of the Heavy Metals Contamination of the Water of The
Moulouya Medium",
BOOKTITLE = SmartCityApp21,
YEAR = "2021",
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@inproceedings{bb317170,
AUTHOR = "Oyunbat, P. and Batkhishig, O. and Batsaikhan, B. and Lehmkuhl, F. and Knippertz, M. and Nottebaum, V.",
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Metal In Industrial Area Soils of Ulaanbaatar, Mongolia",
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YEAR = "2021",
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AUTHOR = "Chen, L. and Tan, K.",
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BOOKTITLE = ISPRS20,
YEAR = "2020",
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@inproceedings{bb317172,
AUTHOR = "Lee, M. and Chen, X.Y. and Lee, H.C.",
TITLE = "Spectral Preprocessing for Hyperspectral Remote Sensing of Heavy Metals
In Water",
BOOKTITLE = HyperMLPA19,
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@inproceedings{bb317173,
AUTHOR = "Chen, X. and Lee, H. and Lee, M.",
TITLE = "Feasibility of Using Hyperspectral Remote Sensing for Environmental
Heavy Metal Monitoring",
BOOKTITLE = Environmental19,
YEAR = "2019",
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AUTHOR = "Wang, P. and Huang, F. and Liu, X.N.",
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Assessment Of Heavy Metal Stress",
BOOKTITLE = ISPRS16,
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AUTHOR = "Nawar, S. and Buddenbaum, H. and Hill, J.",
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Analysis and ASTER Data in an Arid Region",
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different types of biological soil crust",
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Spectral Features",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sp1.html#TT311689"}
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AUTHOR = "Guo, S.X. and Meng, L.K. and Zhu, A.X. and Burt, J.E. and Du, F. and Liu, J. and Zhang, G.M.",
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AUTHOR = "Volksch, I. and Schwank, M. and Stahli, M. and Matzler, C.",
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Lava Surfaces: Field Spectrometry of Basaltic Lava Flows on Tenerife,
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AUTHOR = "Gholizadeh, A. and Boruvka, L. and Saberioon, M. and Vasat, R.",
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@article{bb317188,
AUTHOR = "Steinberg, A. and Chabrillat, S. and Stevens, A. and Segl, K. and Foerster, S.",
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Airborne and Simulated EnMAP Imaging Spectroscopy Data: Prediction
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AUTHOR = "Behnisch, M. and Poglitsch, H. and Kruger, T.",
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Germany as a Case Study",
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digital soil prediction and mapping models to characterize soil
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Temperature Sensitivities to Soil Parameters Using Qualitative and
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