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Niu C, Tan K, Wang X, et al. A semi-analytical approach for estimating inland water inherent optical properties and chlorophyll a using airborne hyperspectral imagery[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 128: 103774.
Chen L, Tan K, Wang X, et al. A rapid soil Chromium pollution detection method based on hyperspectral remote sensing data[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 128: 103759.
Wang M, Li X, Tan K, et al. Position-aware graph-CNN fusion network: an integrated approach combining geospatial information and graph attention network for multi-class change detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024.
Zhang Y, Shen F, Sun X, Tan K. Marine big data-driven ensemble learning for estimating global phytoplankton group composition over two decades (1997–2020)[J]. Remote Sensing of Environment, 2023, 294: 113596.
Tan K, Chen L, Wang H, et al. Estimation of the distribution patterns of heavy metal in soil from airborne hyperspectral imagery based on spectral absorption characteristics[J]. Journal of Environmental Management, 2023, 347: 119196.
Ou D, Tan K, Li J, et al. Prediction of soil organic matter by Kubelka-Munk based airborne hyperspectral moisture removal model[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 124: 103493.
Wang Z, Wang X, Tan K, et al. Hyperspectral anomaly detection based on variational background inference and generative adversarial network[J]. Pattern Recognition, 2023, 143: 109795.
Ji R, Tan K, Wang X, et al. PASSNet: A Spatial-Spectral Feature Extraction Network with Patch Attention Module for Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2023.
Wu F, Tan K, Wang X, et al. A novel semi-empirical soil multi-factor radiative transfer model for soil organic matter estimation based on hyperspectral imagery[J]. Geoderma, 2023, 437: 116605.
Wang X, Yan X, Tan K, et al. Double U-Net (W-Net): A change detection network with two heads for remote sensing imagery[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 122: 103456.
Liu X, Chen Y, Wang C, Tan K, et al. A lightweight building instance extraction method based on adaptive optimization of mask contour[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 122: 103420.
Wang X, Tan K, Du P, et al. A capsule-vectored neural network for hyperspectral image classification[J]. Knowledge-Based Systems, 2023, 268: 110482.
Wu F, Tan K, Wang X, et al. A semi-analytical radiative transfer model for explaining soil spectral features[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 118: 103250.
Zhao L, Tan K, Wang X, et al. Hyperspectral Feature Selection for SOM Prediction Using Deep Reinforcement Learning and Multiple Subset Evaluation Strategies[J]. Remote Sensing, 2022, 15(1): 127.
Wang X, Du J, Tan K, et al. A high-resolution feature difference attention network for the application of building change detection[J]. International Journal of Applied Earth Observation and Geoinformation, 2022, 112: 102950.
Ou D, Tan K, Wang X, et al. Modified soil scattering coefficients for organic matter inversion based on Kubelka-Munk theory[J]. Geoderma, 2022, 418: 115845.
Wang X, Tan K, Pan C, et al. Active deep feature extraction for hyperspectral image classification based on adversarial learning[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 1-5.
Chen L, Lai J, Tan K, et al. Development of a soil heavy metal estimation method based on a spectral index: Combining fractional-order derivative pretreatment and the absorption mechanism[J]. Science of The Total Environment, 2022, 813: 151882.
Wang X, Tan K, Du P, et al. A unified multiscale learning framework for hyperspectral image classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-19.
Wambugu N, Chen Y, Xiao Z, Tan K, et al. Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review[J]. International Journal of Applied Earth Observation and Geoinformation, 2021, 105: 102603.
Niu C, Tan K, Wang X, et al. Radiometric cross-calibration of the ZY1-02D hyperspectral imager using the GF-5 AHSI imager[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-12.
Ji R, Tan K, Wang X, et al. Spatiotemporal monitoring of a grassland ecosystem and its net primary production using Google Earth Engine: A case study of inner mongolia from 2000 to 2020[J]. Remote Sensing, 2021, 13(21): 4480.
Tan K, Jia X, Plaza A. Special Section Guest Editorial: Satellite Hyperspectral Remote Sensing: Algorithms and Applications[J]. Journal of Applied Remote Sensing, 2021, 15(4): 042601-042601.
Wu F, Wang X, Liu Z, Ding J, Tan K, et al. Assessment of heavy metal pollution in agricultural soil around a gold mining area in Yitong County, China, based on satellite hyperspectral imagery[J]. Journal of Applied Remote Sensing, 2021, 15(4): 042613-042613.
Niu C, Tan K, Jia X, et al. Deep learning based regression for optically inactive inland water quality parameter estimation using airborne hyperspectral imagery[J]. Environmental Pollution, 2021, 286: 117534.
Zhang J, Jia X, Hu J, Tan K,et al. Moving vehicle detection for remote sensing video surveillance with nonstationary satellite platform[J]. IEEE Transactions on pattern analysis and machine intelligence, 2021, 44(9): 5185-5198.
Ou D, Tan K, Lai J, et al. Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction[J]. Geoderma, 2021, 385: 114875.
Tan K, Ma W, Chen L, et al. Estimating the distribution trend of soil heavy metals in mining area from HyMap airborne hyperspectral imagery based on ensemble learning[J]. Journal of Hazardous Materials, 2021, 401: 123288.
Chen Y, Tong Y, Tan K. Coal mining deformation monitoring using SBAS-InSAR and offset tracking: A case study of Yu County, China[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 6077-6087.
Wu F, Wang X, Tan K, et al. Assessment of Heavy Metal Pollution in Agricultural Soil Around a Gold Mine Area in Yitong County[C]//IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2020: 5034-5037.
Tan K, Wang X, Niu C, et al. Vicarious calibration for the AHSI instrument of Gaofen-5 with reference to the CRCS Dunhuang test site[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 59(4): 3409-3419.
Zhang Y, Tan K, Wang X, et al. Retrieval of soil moisture content based on a modified Hapke Photometric model: A novel method applied to laboratory hyperspectral and Sentinel-2 MSI data[J]. Remote Sensing, 2020, 12(14): 2239.
Tan K, Niu C, Jia X, et al. Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 165: 1-15.
Du P, Bai X, Tan K, et al. Advances of four machine learning methods for spatial data handling: A review[J]. Journal of Geovisualization and Spatial Analysis, 2020, 4: 1-25.
Wang X, Tan K, Du Q, et al. CVA 2 E: a conditional variational autoencoder with an adversarial training process for hyperspectral imagery classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(8): 5676-5692.
Tan K, Wang H, Chen L, et al. Estimation of the spatial distribution of heavy metal in agricultural soils using airborne hyperspectral imaging and random forest[J]. Journal of hazardous materials, 2020, 382: 120987.
Wang M, Tan K, Jia X, et al. A deep siamese network with hybrid convolutional feature extraction module for change detection based on multi-sensor remote sensing images[J]. Remote Sensing, 2020, 12(2): 205.
Hui-min W, Kun T, Fu-yu W, et al. Study of the retrieval and adsorption mechanism of soil heavy metals based on spectral absorption characteristics[J]. Guangpuxue yu Guangpu Fenxi/Spectroscopy and Spectral Analysis, 2020, 40: 316-323.
Wang Y, Wang X, Tan K, et al. Estimation of Maize Yield in Yitong County based on Multi-source Remote Sensing Data from 2007 to 2017[C]//2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp). IEEE, 2019: 1-4.
Li J, Tan K, Ou D, et al. Evaluation of Ecological Environmental Quality based on Multi-Temporal Remote Sensing Data[C]//2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp). IEEE, 2019: 1-4.
Tan K, Hou Z, Ma D, et al. Anomaly detection in hyperspectral imagery based on low-rank representation incorporating a spatial constraint[J]. Remote Sensing, 2019, 11(13): 1578.
Tan K, Ma W, Wu F, et al. Random forest–based estimation of heavy metal concentration in agricultural soils with hyperspectral sensor data[J]. Environmental monitoring and assessment, 2019, 191: 1-14.
Chen Y, Tan K, Yan S, et al. Monitoring land surface displacement over Xuzhou (China) in 2015–2018 through PCA-based correction applied to SAR interferometry[J]. Remote Sensing, 2019, 11(12): 1494.
Tan K, Hou Z, Wu F, et al. Anomaly detection for hyperspectral imagery based on the regularized subspace method and collaborative representation[J]. Remote sensing, 2019, 11(11): 1318.
Wang X, Tan K, Du Q, et al. Caps-TripleGAN: GAN-assisted CapsNet for hyperspectral image classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(9): 7232-7245.
Ou D, Tan K, Du Q, et al. A novel tri-training technique for the semi-supervised classification of hyperspectral images based on regularized local discriminant embedding feature extraction[J]. Remote Sensing, 2019, 11(6): 654.
Tan K, Zhang Y, Wang X, et al. Object-based change detection using multiple classifiers and multi-scale uncertainty analysis[J]. Remote Sensing, 2019, 11(3): 359.
Tan K, Wu F, Du Q, et al. A parallel Gaussian–Bernoulli restricted Boltzmann machine for mining area classification with hyperspectral imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(2): 627-636.
Wang X, Tan K, Xu K, et al. Quantitative evaluation of the eco-environment in a coalfield based on multi-temporal remote sensing imagery: a case study of yuxian, China[J]. International Journal of Environmental Research and Public Health, 2019, 16(3): 511.
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