1984年10月生，中共党员，博士，硕士研究生导师；新疆地理学会常务理事，新疆自然资源协会理事；入选自治区高层次人才引进工程（2015）、中国科学院青年创新促进会（2018）、自治区“天山英才”计划青年拔尖人才（2022）等人才计划；IEEE 地球科学与遥感协会J-STARS期刊2022年度最佳审稿人，J-STARS、Land、Big Earth Data等期刊专刊客座编辑；在国内学术刊物上发表论文80多篇，其中SCI检索论文70多篇。

教育经历：

2012-2015 南京大学地理与海洋科学学院，地图学与地理信息系统专业，理学博士

2009-2012 中国矿业大学环境与测绘学院，摄影测量与遥感专业，工学硕士

2005-2009 南京大学地理与海洋科学学院，地理信息科学专业，理学学士

工作经历： 

2015.09-2018.11  中国科学院新疆生态与地理研究所  助理研究员

2018.12-2022.11 中国科学院新疆生态与地理研究所  副研究员

2022.12-至今     中国科学院新疆生态与地理研究所  研究员

(1) 国家自然科学基金面上项目：基于对比学习的亚洲中部干旱区湿地遥感分类, 执行期：2024.1-2027.12，经费：46万元。

(2) 国家自然科学基金面上项目：样本与特征迁移的中亚典型城市覆被精细分类方法研究，执行期：2021.1-2024.12，经费：55万元。

(3) 自治区“天山英才”计划青年拔尖人才项目：巴音布鲁克草原甘肃马先蒿种群时空格局、动态与入侵态势预警，执行期：2023.1-2025.12，经费：150万。

(4) 中国科学院“西部青年学者”项目：面向干旱区植被覆盖遥感分类的弱监督学习方法研究与应用，执行期：2023.1-2026.12，经费：95万。

(5) 中国科学院海外科教合作中心项目：哈萨克斯坦洪水灾害空间变化模式分析与模拟预测，执行期：2025.1-2027.12，经费：210万。

1)Samat,A.,Li,E.,Wang,W.,Liu,S.,& Liu,X. (2022). HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,15,8287-8298.

2)Liu,X.,Samat,A.*,Li,E.,Wang,W.,& Abuduwaili,J. (2022). Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. Sensors,22(18),6844.

3)Wang,W.,Samat,A.*,Abuduwaili,J.*,Wang,C.,De Maeyer,P.,& Van De Voorde,T. (2022). Automatic identification of Sand and dust storm sources based on wind vector and Google Earth Engine. IEEE Geoscience and Remote Sensing Letters.

4)Wang,W.,Samat,A.*,Abuduwaili,J.*,Ge,Y.,De Maeyer,P.,& Van de Voorde,T. (2022). A novel hybrid sand and dust storm detection method using MODIS data on GEE platform. European Journal of Remote Sensing,55(1),420-428.

5)Wang,W.,Samat,A.*,Abuduwaili,J.,Ge,Y.,De Maeyer,P.,& Van de Voorde,T. (2022). Temporal characterization of sand and dust storm activity and its climatic and terrestrial drivers in the Aral Sea region. Atmospheric Research,275,106242.

6)Samat,A.,Gamba,P.,Wang,W.,Luo,J.,Li,E.,Liu,S.,...& Abuduwaili,J. (2022). Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. Remote Sensing,14(1),230.

7)Xu,T.,Li,E.,Samat,A.,Li,Z.,Liu,W.,& Zhang,L. (2022). Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions. Remote Sensing,14(15),3786.

8)Li,Z.,Li,E.,Samat,A.,Xu,T.,Liu,W.,& Zhu,Y. (2022). An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,15,4782 - 4796.

9)Liu,S.,Zheng,Y.,Du,Q.,Bruzzone,L.,Samat,A.,Tong,X.,...& Wang,C. (2022). A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing.

10)Samat,A.,Li,E.,Du,P.,Liu,S.,& Miao,Z. (2021). Improving Deep Forest via Patch-Based Pooling,Morphological Profiling,and Pseudo Labeling for Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,14,9334-9349.

11)Samat,A.,Li,E.,Du,P.,Liu,S.,& Xia,J. (2021). GPU-accelerated catboost-forest for hyperspectral image classification via parallelized mRMR ensemble subspace feature selection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,14,3200-3214.

12)Li,E.,Samat,A.,Zhang,C.,Du,P.,& Liu,W. (2021). First and second-order information fusion networks for remote sensing scene classification. IEEE Geoscience and Remote Sensing Letters,19,1-5.

13)Li,E.,Samat,A.,Du,P.,Liu,W.,& Hu,J. (2020). Improved bilinear CNN model for remote sensing scene classification. IEEE Geoscience and Remote Sensing Letters.

14)Liu,S.,Zheng,Y.,Du,Q.,Samat,A.,Tong,X.,& Dalponte,M. (2020). A novel feature fusion approach for VHR remote sensing image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,14,464-473.

15)Wang,W.,Samat,A.,Abuduwaili,J.,& Ge,Y. (2021). Quantifying the influences of land surface parameters on LST variations based on GeoDetector model in Syr Darya Basin,Central Asia. Journal of Arid Environments,186,104415.

16)Samat,A.,Li,E.,Du,P.,Liu,S.,Miao,Z.,& Zhang,W. (2020). CatBoost for RS image classification with pseudo label support from neighbor patches-based clustering. IEEE Geoscience and Remote Sensing Letters.

17)Wang,W.,Samat,A.,Ge,Y.,Ma,L.,Tuheti,A.,Zou,S.,& Abuduwaili,J. (2020). Quantitative soil wind erosion potential mapping for Central Asia using the Google Earth Engine platform. Remote Sensing,12(20),3430.

18)Samat,A.,Li,E.,Wang,W.,Liu,S.,Lin,C.,& Abuduwaili,J. (2020). Meta-XGBoost for hyperspectral image classification using extended MSER-guided morphological profiles. Remote Sensing,12(12),1973. 

19)Wang,W.,Samat,A.,Abuduwaili,J.,& Ge,Y. (2020). Spatio-temporal variations of satellite-based pm2. 5 concentrations and its determinants in Xinjiang,Northwest of China. International Journal of Environmental Research and Public Health,17(6),2157.

20)Samat,A.,Li,J.,Lin,C.,Liu,S.,& Li,E. (2019). Edge gradient-based active learning for hyperspectral image classification. IEEE Geoscience and Remote Sensing Letters,17(9),1588-1592.

（一）第九届新疆青年科技奖，序1，2019年；

（二）中国测绘学会测绘科技进步一等奖，序2， 2019年；

（三）江苏省测绘地理信息学会科技进步一等奖，序5，2018年；

（四）湖南省科学技术进步二等奖，序7，2020年；

 (五) 教育部高等学校科学研究优秀成果奖（科学技术）二等奖，序4，2023年。