教育經歷
2006.9-2010.6,
中國礦業大學,地理信息系統,學士
2010.9-2016.6, 中國礦業大學,地圖製圖學與地理信息工程,博士(碩博連讀),導師: 史文中、李鋼
2014.8-2015.1,
香港理工大學, Research Assistant
2015.12-2016.9,香港理工大學, Research Assistant
工作經歷
2016.7-2022.12,曲阜師範大學,地理與旅遊學院,講師
2017.6-2017.8,香港理工大學,Postdoctoral Fellow
科研項目
山東省自然科學基金博士基金,融合深度特徵的支持張量機面向對象遙感影像變化檢測,10w,主持;
山東省高等學校科技計畫項目,空天地多源數據一體化的可靠性動態變化檢測技術,3.5w,主持;
第二次青藏高原綜合科學考察研究北京師範大學外協項目,青藏高原生態系統覆蓋類型變化圖研製,9.8w,主持;
參與國家自然科學重點基金、國家863計畫、國家“十一五”與“十二五”科技支撐等多項項目。
科研獲獎
測繪科技進步特等獎(2017),可靠性地理國情普查與動態監測關鍵技術(15/26)
國際發明獎金獎(2021),Smart City Platform:A Comprehensive System For Spatial Data Infrastructure(24/40)
第一作者論文
[1] Cai Liping, Wang Hui, Liu Yanxu, Fan Donglin, Li Xiaoxiao. Is potential cultivated land expanding or shrinking in the dryland of China? Spatiotemporal evaluation based on remote sensing and SVM[J]. Land Use Policy, 2022, 112: 105871. (SSCI)
[2] Cai Liping, Wang Shanshan, Lizhi Jia, Yijia Wang, Hui Wang, Donglin Fan, Lin Zhao. Consistency Assessments of the Land Cover Products on the Tibetan Plateau[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 5652-5661.(SCI)
[3] Cai Liping, Fan Donglin, Wen Xiaojin, Wang Hui, Badarifu, Wang Shanshan. Spatiotemporal tendency of agricultural water use efficiency in the northernmost Yellow River: Indicator comparison and interactive driving factors[J]. Journal of Arid Environments, 2022, 205: 104822(SCI)
[4] Cai Liping, Shi Wenzhong, Miao Zeliang, Hao Ming. Accuracy assessment measures for object extraction from remote sensing images[J]. Remote Sensing, 2018, 10(2): 303(SCI)
[5] Cai Liping, Shi Wenzhong, Hao Ming, Zhang Hua, Gao Lipeng. A Multi-Feature Fusion-Based Change Detection Method for Remote Sensing Images[J]. Journal of the Indian Society of Remote Sensing, 2018, 46(12): 2015-2022(SCI)
[6] Cai Liping, Shi Wenzhong, Zhang Hua, Hao Ming. Object-oriented change detection method based on adaptive multi-method combination for remote sensing images[J]. International Journal of Remote Sensing, 2016, 37(22): 5457-5471(SCI)
[7] Cai Liping, Shi Wenzhong, He Pengfei, Zhang Hua, Miao Zeliang, Hao Ming. Fusion of multiple features to produce a segmentation algorithm for remote sensing images[J]. Remote Sensing Letters, 2015, 6(5):390-398(SCI)
[8] 蔡利平,史文中,張華,苗則朗,何鵬飛. 邊緣走向自適應的多尺度分水嶺分割算法[J].中國礦業大學學報, 2015(04): 739-746. (EI)
[9] 蔡利平,李鋼,史文中. 增地節地型露天礦排土場最佳化設計[J]. 煤炭學報, 2013,12:2208-2214.(EI)
[10] 蔡利平,苗則朗,史文中,柳思聰,張華. 一種光學遙感影像建築區域自動提取方法[J]. 地理與地理信息科學, 2015,04:22-26+127.
[11] 蔡利平,李鋼,孫久運,陳國良. 採煤塌陷區土地復墾適宜性評價單元劃分研究[J]. 中國煤炭, 2011,12:104-108.
指導研究生論文
[1] Fan Donglin, Liu Yanxu, Yao Ying, Cai Liping, Wang Shanshan. Changes in the relationship between vapour pressure deficit and water use efficiency with the drought recovery time: A case study of the Yellow River Basin[J]. Journal of environmental management, 2023, 326:116756. (SCI)
[2] Wang Hui, Cai Liping, Wen Xiaojin, Fan Donglin, Wang Yuejun. Land cover change and multiple remotely sensed datasets consistency in China[J]. Ecosystem Health and Sustainability, 2022,8(1): 2040385. (SCI)
[3] Wang Hui, Liu Yanxu, Cai Liping, Fan Donglin, Wang Yijia, Yao Ying. Regional differentiation in the ecological effects of land cover change in China[J]. Land Degradation & Development, 2022,33(2): 346-357. (SCI)
[4] Fan Donglin, Wen Xiaojin, Cai Liping, Wang Hui, Wang Shanshan, Badarifu, Gao Zhiyu. Contributions of climatic and social factors to two water use efficiency indicators in the Yellow River[J]. Hydrological Processes, 2022, (6): 36. (SCI)
[5] Wang Shanshan, Lizhi Jia, Liping Cai, Yijia Wang, Tianyu Zhan, Anqi Huang, and Donglin Fan. Assessment of Grassland Degradation on the Tibetan Plateau Based on Multi-Source Data[J]. Remote Sensing, 2022, 14(23): 6011. (SCI)
[6] Wang Hui, Wen Xiaojin, Wang Yijia, Cai Liping, Peng Da, Liu Yanxu. China’s land cover fraction change during 2001-2015 based on remote sensed data fusion between MCD12 and CCI-LC[J]. Remote Sensing, 2021, 13(3):341. (SCI)
合作論文
[1] Hao Ming, Zhou Mengchao, Cai Liping. An improved graph-cut-based unsupervised change detection method for multispectral remote sensing images[J]. International Journal of Remote Sensing, 2021, 42(11):4005-4022. (SCI)
[2] He Pengfei, Zhao Xiangwei, Shi Yuli, Cai Liping. Unsupervised Change Detection from Remotely Sensed Images Based on Multi-Scale Visual Saliency Coarse-to-Fine Fusion[J]. Remote Sensing, 2021, 13(4):630. (SCI)
[3] Li Zhenxuan, Shi Wenzhong, Zhu Yongchao, Zhang Hua, Hao Ming, Cai Liping. Subpixel Change Detection Based on Radial Basis Function with Abundance Image Difference Measure for Remote Sensing Images[J]. Remote Sensing, 2021, 13(5):868. (SCI)
[4] Shi Wenzhong, Zhang Xiaokang, Hao Ming, Shao Pan, Cai Liping, Lyu Xuzhe. Validation of Land Cover Products Using Reliability Evaluation Methods[J]. Remote Sensing. 2015, 7(6): 7846-7864. (SCI)
[5] He Pengfei, Shi Wenzhong, Zhang Hua, Miao Zelang, Cai Liping. Advanced Markov Random Field Model based on Local Uncertainty for Unsupervised Change Detection[J]. Remote Sensing Letters, 2015, 6(9): 667-676(SCI)
發明專利
[1] 蔡利平,呂曉,苗則朗,沈春竹,卜心國. 一種融合多特徵的支持向量機面向對象遙感影像分類方法, 2023.
[2] 史文中, 蔡利平. 一種融合多特徵的面向對象變化檢測方法, 2020.
軟體著作權
[1] 丁忠義,蔡利平,趙華,李鋼。礦地一體化土地復墾規劃輔助系統,登記號2010SR064878。
[2] 孫久運,蔡利平,邱銀國。礦山數字高程建模與分析系統,登記號2012SR036343。
[3] 史文中,張效康,郝明,呂旭哲,邵攀,蔡利平,萬義良。地理國情監測地表覆蓋數據可靠性評估系統,登記號:2014SR146256。