秦承志
博士,研究员,博士生导师
中国科学院地理科学与资源研究所 资源与环境信息系统国家重点实验室
电子邮件:qincz@lreis.ac.cn
联系电话:010-6488 8959
通信地址:北京市朝阳区大屯路甲11号 中科院地理资源所 信息室
邮政编码:100101
研究领域
流域分析与模拟的智能计算,包括数字地形分析、数字土壤制图、流域模拟和情景分析等领域的算法设计,地理建模智能化方法,高性能地理计算。
所设计的地形分析多流向算法已被ArcGIS、SAGA等GIS软件所集成。
近年主要研究兴趣扩展到地理建模智能化方向,结合数字地形分析、数字土壤制图和流域过程建模等应用领域,开展降低地理建模复杂度、提高模型易用性的方法和技术研究,以期缩减地理模型应用与广大普通非专家用户之间的数字鸿沟,使用户不必掌握地理建模中复杂的数据处理、模型结构确定、参数设定等方面的建模知识和具体过程细节,即可方便地建立出适合应用需求的地理模型,高效满足实际应用需求。
招生信息
欢迎具有地理学基础、计算机编程能力强的同学联系报考2025级博士生,研究方向“智能化地理建模”。
对课题组该方向的研究进展可通过在线报告录像了解:[GeoAI 2024第三期第二讲]“数据-知识-模型”协同的智能化地理建模;在该方向上以数字土壤制图应用领域为例开展的研究工作和脉络,可通过在线报告录像了解:[智慧地球大讲堂]“数字土壤制图的智能化”。
希望学生有自然地理学(尤其水文学)学科知识体系和编程能力(入学前至少一方面具有较好基础、且对另一方面有意愿强化提高)。
因项目研究需要,近期拟招博士后1人,方向为地理空间智能分析与计算,研究工作涉及云计算架构的智能化地理建模和计算服务。
教育背景
学位
1997年毕业于东南大学计算机科学与工程系(学士学位)
2000年毕业于中科院兰州地质研究所气体地球化学国家重点实验室(硕士学位)
2004年毕业于中科院地理资源所资源与环境信息系统国家重点实验室(博士学位)。
工作经历
2004年4月-2006年9月,中科院地理科学与资源研究所做博士后。
教授课程
获奖情况
中国地理信息产业协会地理信息科技进步奖特等奖(“地理分析模型网络共享和模拟关键技术与应用”,个人排名第六),2021
中国测绘地理信息学会测绘科技进步奖一等奖(“地貌类型分类与精确划分关键技术研究及应用”,个人排名第四),2017
教育部高校自然科学二等奖(“数字地形分析的理论与方法研究”;个人排名第三),2016
"Best Paper Award" of Geomorphometry'2013
中国科学院王宽诚奖励基金,卢嘉锡青年人才奖,2011年
入选"中国科学院青年创新促进会"会员(2012~2015年),2011年;2016年优秀会员
入选中科院地理资源所"秉维优秀青年人才计划",2011年
出版信息
第一作者(通讯作者)发表文章60余篇(包括40篇SCI/SSCI文章),论文发表在AAAG、IJGIS、Transactions in GIS、Computers & Geosciences、ISPRS Journal of Photogrammetry and Remote Sensing、EM&S、Progress in Physical Geography、Geomorphology、HESS、Geoderma、地理学报、地理研究、地理科学进展、地理科学等期刊中。
非第一作者合作发表论文100余篇(包括40余篇SCI),论文发表在IJGIS、C&G、EM&S、Geoderma、SSSAJ、EJSS、Catena、Journal of Hydrology、WRR、Hydrological Processes、PE&RS、土壤学报等期刊中。参与撰写出版学术专著二部。
部分英文期刊论文
[研究方向标签]:地形分析、空间推测(数字土壤制图、滑坡危险性评价等)、基于流域模拟的情景分析、智能化地理建模、并行地理计算
[智能化地理建模][空间推测]> Wang Y-J, Qin C-Z*, Liang P, Zhu L-J, Chen Z-Y, Wu C-L, Zhu A-X. A case-based reasoning strategy of integrating case-level and covariate-level reasoning to automatically select covariates for spatial prediction. Annals of GIS, 2024, 30(2): 199-214. doi:10.1080/19475683.2024.2324398. (SCI)
[基于流域模拟的情景分析]> Shen S, Qin C-Z, Zhu L-J*, Zhu A-X. From scenario to roadmap: Design and evaluation of a web-based participatory watershed planning system for optimizing multistage implementation plans of management practices under stepwise investment. Journal of Environmental Management, 2023, 342, 118280. (SCI)
[基于流域模拟的情景分析]> Shen S, Qin C-Z, Zhu L-J*, Zhu A-X. Optimizing implementation orders of watershed best management practices with time-varying effectiveness under stepwise investment. Water Resources Research, 2023, e2022WR032986. (SCI)
[空间推测]> Fan X, Fan N, Qin C-Z*, Zhao F-H, Zhu L-J, Zhu A-X. Large-area soil mapping based on environmental similarity with adaptive consideration of spatial distance to samples. Geoderma, 2023, 439, 116683. (SCI)
[空间推测]> Fan N-Q, Zhao F-H, Zhu L-J, Qin C-Z*, Zhu A-X. Digital soil mapping with adaptive consideration of the applicability of environmental covariates over large areas. International Journal of Applied Earth Observation and Geoinformation, 2022, 113, 102986. (SCI)
[并行地理计算]> Wang Y-J, Ai B-B, Qin C-Z*, Zhu A-X. A load-balancing strategy of data domain decomposition for parallel programming libraries of raster-based geocomputation. International Journal of Geographical Information Science, 2022, 36(5): 968-991. doi: 10.1080/13658816.2021.2004603. (SCI)
[地形分析]> Wang Y-W, Qin C-Z*, Cheng W-M, Zhu A-X, Wang Yu-Jing, Zhu L-J. Automatic crater detection by training random forest classifiers with legacy crater map and spatial structural information derived from digital terrain analysis. Annals of the American Association of Geographers, 2022, 112(5): 1328-1349. (SSCI)
[红树林遥感]> Zhao C, Qin C-Z*. A detailed mangrove map of China for 2019 derived from Sentinel-1 and -2 images and Google Earth images. Geoscience Data Journal, 2022, 9(1): 74-88. doi: 10.1002/gdj3.119. (SCI; Top Cited Article 2021-2022 in "GEOSCIENCE DATA JOURNAL"; citation: 10+)
[红树林遥感]> Zhao C, Qin C-Z*. Identifying large-area mangrove distribution based on remote sensing: A binary classification approach considering subclasses of non-mangroves. International Journal of Applied Earth Observation and Geoinformation, 2022, 108, 102750. (SCI)
[智能化地理建模][空间推测]> Liang P, Qin C-Z*, Zhu A-X. Comparison on two case-based reasoning strategies of automatically selecting terrain covariates for digital soil mapping. Transactions in GIS, 2021, 25(5): 2419-2437. (SSCI)
[智能化地理建模]> Hou Z-W, Qin C-Z*, Zhu A-X, Wang Y-J, Liang P, Wang Y-J, Zhu Y. Formalizing parameter constraints to support intelligent geo-processing: A SHACL-based method. ISPRS International Journal of Geo-Information, 2021, 10(9), 605. (SCI)
[基于流域模拟的情景分析]> Zhu L-J, Qin C-Z*, Zhu A-X. Spatial optimization of watershed best management practice scenarios based on boundary-adaptive configuration units. Progress in Physical Geography: Earth and Environment, 2021, 45(2): 207-227. (SCI)
[空间推测]> Qin C-Z, An Y-M, Liang P, Zhu A-X*, Yang L. Soil property mapping by combining spatial distance information into Soil Land Inference Model (SoLIM). Pedosphere, 2021, 31(4): 638-644. (SCI; citation: 10+)
[红树林遥感]> Zhao C, Qin C-Z*. The key reason of false positive misclassification for accurate large-area mangrove classifications. Remote Sensing, 2021, 13(15), 2909. (SCI)
[红树林遥感]> Zhao C, Qin C-Z*. 10-m-resolution mangrove maps of China derived from multi-source and multi-temporal satellite observations. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 169: 389-405. (SCI; citation: 40+) 相关数据集:(1)赵传朋, 秦承志*. 基于遥感的2019年中国红树林分布数据. V1. Science Data Bank. http://www.dx.doi.org/10.11922/sciencedb.00245. (2020-10-16);(2)赵传朋, 秦承志*. 包含红树林的中国南方海岸土地覆被样本集. V2. Science Data Bank. http://www.dx.doi.org/10.11922/sciencedb.00279. (2020-12-03);(3)赵传朋, 秦承志*. 基于遥感的2017年中国红树林分布数据. V1. Science Data Bank.
[智能化地理建模][空间推测]> Liang P, Qin C-Z*, Zhu A-X, Zhu T-X, Hou Z-W, Fan N-Q, Wang Y-J. Using the most similar case method to automatically select environmental covariates for predictive mapping. Earth Science Informatics, 2020, 13(3), 719-728. (SCI)
[智能化地理建模][空间推测]> Liang P, Qin C-Z*, Zhu A-X, Hou Z-W, Fan N-Q, Wang Y-J. A case-based method of selecting covariates for digital soil mapping. Journal of Integrative Agriculture, 2020, 19(8): 2127-2136. (SCI; citation: 20+)
[红树林遥感]> Xia Q, Qin C-Z*, Li H, Huang C, Su F-Z, Jia M-M. Evaluation of submerged mangrove recognition index using multi-tidal remote sensing data. Ecological Indicators, 2020, 113, 106196. (SCI; citation: 10+)
[空间推测]> Ma T-W, Wei T-F, Qin C-Z*, Zhu A-X*, Qi F, Liu J, Zhao F-H, Pan H. In-situ recommendation of alternative soil samples during field sampling based on environmental similarity. Earth Science Informatics, 2020, 13(1): 39-53. (SCI)
[空间推测]> Fan N-Q, Zhu A-X, Qin C-Z*, Liang P. Digital soil mapping over large areas with invalid environmental covariate data. ISPRS International Journal of Geo-Information, 2020, 9, 102. (SCI)
[红树林遥感]> Zhao C, Qin C-Z*, Teng J. Mapping large-area tidal flats without the dependence on tidal elevations: A case study of Southern China. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 159: 256-270. (SCI; citation: 30+) 相关数据集:赵传朋, 秦承志*. 基于10米分辨率SAR影像的2017年中国红树林分布区的潮滩数据. V1. Science Data Bank.
[流域模拟][并行地理计算]> Zhu L-J, Liu J-Z*, Qin C-Z*, Zhu A-X. A modular and parallelized watershed modeling framework. Environmental Modelling & Software, 2019, 122, 104526. doi: 10.1016/j.envsoft.2019.104526 (SCI; citation: 20+) (SEIMS open source@github)
[智能化地理建模][流域模拟]> Jiang J-C, Zhu A-X, Qin C-Z*, Liu J-Z. A knowledge-based method for automatic construction of hydrological model structures. Journal of Hydroinformatics, 2019, 21(6): 1163-1178. (SCI) http://www.easygeoc.net:8090/ihmcs/main.jsp
[智能化地理建模]> Hou Z-W, Qin C-Z*, Zhu A-X, Liang P, Wang Y-J, Zhu Y-Q. From manual to intelligent: A review of input data preparation methods for geographic modeling. ISPRS International Journal of Geo-Information, 2019, 8(9), 376. (SCI)
[地形分析]> Wang Y-J, Qin C-Z*, Zhu A-X. Review on algorithms of dealing with depressions in grid DEMs. Annals of GIS, 2019, 25(2): 83-97. doi: 10.1080/19475683.2019.1604571. (ESCI; citation: 20+)
[空间推测][智能化地理建模]> Zhao F-H, Qin C-Z*, Wei T-F, Ma T-W, Qi F, Liu J-Z, Zhu A-X. Dynamic recommendation of substitute locations for inaccessible soil samples during field sampling campaign. ISPRS International Journal of Geo-Information, 2019, 8(3), 127. (SCI)
[基于流域模拟的情景分析]> Zhu L-J, Qin C-Z*, Zhu A-X, Liu J-Z, Wu H. Effects of different spatial configuration units for spatial optimization of watershed beneficial management practices scenarios. Water, 2019, 11(2), 262. (SCI; citation: 10+)
[基于流域模拟的情景分析]> Qin C-Z, Gao H-R, Zhu L-J*, Zhu A-X, Liu J-Z, Wu H. Spatial optimization of watershed best management practices based on slope position units. Journal of Soil and Water Conservation, 2018, 73(5): 504-517. (SCI; citation: 10+)
[红树林遥感]> Xia Q, Qin C-Z*, Li H, Huang C, Su F-Z. Mapping mangrove forests based on multi-tidal high-resolution satellite imagery. Remote Sensing, 2018, 10(9), 1343. (SCI; citation: 30+;所提出SMRI指数被同行应用后的Landsat Science报导)
[地形分析]> Zhu L-J, Zhu A-X, Qin C-Z*, Liu J-Z. Automatic approach to deriving fuzzy slope positions. Geomorphology, 2018, 304: 173-183. (SCI; citation: 10+; program download)
[地形分析]> Ai B-B, Qin C-Z*, Ye Q-H, Zhu A-X, Cogley G. An approach to extracting the surface supply relationships between glaciers and lakes on the Tibetan Plateau. International Journal of Digital Earth, 2018, 11(11): 1151-1165. doi: 10.1080/17538947.2017.1374475. (SCI; 50 free eprints)
[并行地理计算][地形分析]> Qin C-Z, Ai B-B, Zhu A-X, Liu J-Z. An efficient method for applying a differential equation to deriving the spatial distribution of specific catchment area from gridded digital elevation models. Computers & Geosciences, 2017, 100: 94-102. doi: 10.1016/j.cageo.2016.12.009.(SCI)
[智能化地理建模]> Qin C-Z, Wu X-W, Jiang J-C, Zhu A-X. Case-based knowledge formalization and reasoning method for digital terrain analysis - application to extracting drainage networks. Hydrology and Earth System Sciences, 2016, 20: 3379-3392.(SCI; citation: 10+)
[并行地理计算]> Qin C-Z, Zhan L-J, Zhu A-X, Zhou C-H. A strategy for raster-based geocomputation under different parallel computing platforms. International Journal of Geographical Information Science, 2014, 28(11): 2127-2144. (SCI;50 free eprints; citation: 40+)[并行地理计算]> Qin C-Z, Zhan L-J, Zhu A-X. How to apply the Geospatial Data Abstraction Library (GDAL) properly to parallel geospatial raster I/O? Transactions in GIS, 2014, 18(6): 950-957. (SSCI; citation: 30+)
[地形分析][空间推测]> Qin C-Z, Bao L-L, Zhu A-X*, Wang R-X, Hu X-M. Uncertainty due to DEM error in landslide susceptibility mapping. International Journal of Geographical Information Science, 2013, 27(7): 1364-1380. (SCI; citation: 10+; 50 free eprints)
[地形分析]> Qin C-Z, Bao L-L, Zhu A-X, Hu X-M, Qin B. Artificial surfaces simulating complex terrain types for evaluating grid-based flow direction algorithms. International Journal of Geographical Information Science, 2013, 27(6): 1055-1072. (SCI; citation: 10+; 详细推导过程; 实现在SimDTA tool中)
[地形分析]> Zhan L-J, Qin C-Z*, Zhu A-X. Which type of slope gradient should be used to determine flow-partition proportion in multiple-flow-direction algorithms—tangent or sine? Hydrology and Earth System Sciences Discussions, 2012, 9: 6409-6418.
[并行地理计算][地形分析]> Qin C-Z, L-J Zhan. Parallelizing flow-accumulation calculations on Graphics Processing Units—from iterative DEM preprocessing algorithm to recursive multiple-flow-direction algorithm. Computers & Geosciences, 2012, 43: 7-16. (SCI; "Top 25 Hottest Articles" of Computers & Geosciences:3rd (April to June 2012); 8th (July to September 2012); 12th (2012 full year); citation: 50+)
[空间推测]> Qin C-Z, A-X Zhu, W-L Qiu, Y-J Lu, B-L Li, T Pei. Mapping soil organic matter in small low-relief catchments using fuzzy slope position information. Geoderma, 2012, 171-172: 64-74. (SCI; citation: 40+)
[地形分析]> Qin C-Z, A-X Zhu, T Pei, et al. An approach to computing topographic wetness index based on maximum downslope gradient. Precision Agriculture, 2011, 12(1): 32-43. (SCI; citation: 100+; in SimDTA tool; 集成在SAGA中; ——注:2022年1月中旬答复同行询问时第一次去看了SAGA的算法实现代码,发现有误,通知SAGA开发维护团队bug并建议了修正代码,现已修正)
[地形分析]> Qin C-Z, A-X Zhu*, X Shi, et al. Quantification of spatial gradation of slope positions. Geomorphology, 2009, 110: 152-161. (SCI; citation: 40+)
[地形分析]> Qin C, A-X Zhu, T Pei, et al. An adaptive approach to selecting a flow-partition exponent for a multiple-flow-direction algorithm. International Journal of Geographical Information Science, 2007, 21(4): 443-458. (SCI;50 free eprints; citation: 100+; in SimDTA tool; 已集成在ArcGIS中;集成在SAGA中 ——注:2022年1月中旬答复同行询问时第一次去看了SAGA中的算法实现代码,发现有误,通知SAGA开发维护团队bug并建议了修正代码,现已修正;同时对比结果,ArcGIS实现的算法结果似乎也不同于原始算法设计,已邮件询问)
[空间推测][并行地理计算]> Zhao F, Zhu A-X*, Zhu L-J, Qin C-Z. iSoLIM: An intelligent spatial prediction desktop software in the big data era. Annals of GIS, 2024. doi: 10.1080/19475683.2024.2324381 (SCI)
[基于流域模拟的情景分析]> Wu T, Zhu L-J*, Shen S, Zhu A-X, Shi M, Qin C-Z. Identification of watershed priority management areas based on landscape positions: An implementation using SWAT+. Journal of Hydrology, 2023, 619, 129281. (SCI)
[空间推测]> Yan Y, Yang J, Li B, Qin C, Ji W*, Xu Y, Huang Y. High-resolution mapping of soil organic matter at the field scale using UAV hyperspectral images with a small calibration dataset. Remote Sensing, 2023, 15(5), 1433. (SCI)
[红树林遥感]> Zhao C, Qin C-Z, Wang Z, Mao D, Wang Y, Jia M*. Decision surface optimization in mapping exotic mangrove species (Sonneratia apetala) across latitudinal coastal areas of China. ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 193: 269–283. (SCI)
[红树林遥感]> Xia Q, He T-T*, Qin C-Z, Xing X-M, Xiao W. An Improved Submerged Mangrove Recognition Index-Based Method for Mapping Mangrove Forests by Removing the Disturbance of Tidal Dynamics and S. alterniflora. Remote Sensing, 2022, 14(13), 3112. (SCI)
> Pei T, Xu J, Liu Y, Huang X, Zhang L, Dong W, Qin C, Song C, Gong J, Zhou C. GIScience and remote sensing in natural resource and environmental research: status quo and future perspectives. Geography and Sustainability, 2021, 2(3): 207-215.
[智能化地理建模]> Zhu A-X, Zhao F-H, Liang P, Qin C-Z. Next generation of GIS: must be easy. Annals of GIS, 2021, 27(1): 71-86. (ESCI; 1st of "Best Paper Award" of Annals of GIS in 2021; citation: 20+)
[流域模拟]> Liu J-Z, Liu Z, Yin Y, Croke B F, Chen M, Qin C-Z, Tang G, Zhu A-X. A hybrid vector-raster approach to drainage network construction in agricultural watersheds with rice terraces and ponds. Journal of Hydrology, 2021, 601: 126585. (SCI)
[空间推测]> John K, Agyeman P C, Kebonye N M, Isong I A, Ayito E O, Ofem K I, Qin C-Z. Hybridization of CoKriging and Gaussian process regression modelling techniques in mapping soil sulphur. Catena, 2021, 206: 105534. (SCI)
> Jiang J, Qin C-Z, Yu J, Cheng C*, Liu J, Huang J. Obtaining urban waterlogging depths from video images using synthetic image data. Remote Sensing, 2020, 12, 1014. (SCI)
[空间推测]> Yang L, Song M, Zhu A-X, Qin C-Z, Zhou C, Qi F, Li X, Chen Z, Gao B. Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables. Geoderma, 2019, 340: 289-302. (SCI)
[空间推测]> Cheng W, Zhu A-X*, Qin C-Z, Qi F. Updating conventional soil maps by mining soil–environment relationships from individual soil polygons. Journal of Integrative Agriculture, 2019, 18(2): 265-278. (SCI)
> Xue X, Han H, Wang S, Qin C-Z. Computational experiment-based evaluation on O2O service recommendation strategies. IEEE Transactions on Services Computing, 2019, 12(6): 910-924. (SCI)
[空间推测]> Zhu A-X, Lv G, Liu J, Qin C-Z, Zhou C. Spatial prediction based on Third Law of Geography. Annals of GIS, 2018, 24(4): 225-240. doi: 10.1080/19475683.2018.1534890. (ESCI; Annals of GIS's“The Most Cited Paper 2018”Award; citation: 100+)
> Jiang J, Liu J*, Qin C-Z, Wang D. Extraction of urban waterlogging depth from video images using transfer learning. Water, 2018, 10(10), 1485. (SCI)
[空间推测]> Shi J, Yang L*, Zhu A-X, Qin C-Z, Liang P, Zeng C, Pei T. Machine-learning variables at different scales vs. knowledge-based variables for mapping multiple soil properties. Soil Science Society of America Journal, 2018, 82: 645-656. (SCI)
[空间推测]> Zhang G, Zhu A-X*, Windels S K, Qin C-Z. Modelling species habitat suitability from presence-only data using kernel density estimation. Ecological Indicators, 2018, 93: 387-396. (SCI)
[空间推测]>Zhang G, Zhu A-X, Huang Z-P, Ren G, Qin C-Z, Xiao W. Validity of historical volunteered geographic information: Evaluating citizen data for mapping historical geographic phenomena. Transactions in GIS, 2018, 22(1): 149-164. (SCI)
[空间推测]> An Y, Yang L*, Zhu A-X, Qin C-Z, Shi J. Identification of representative samples from existing samples for digital soil mapping. Geoderma, 2018, 311: 109-119. (SCI)
[空间推测]> Zeng C, Yang L*, Zhu A-X, Rossiter D G, Liu J, Liu J-Z, Qin C-Z, Wang D. Mapping soil organic matter concentration at different scales using a mixed geographically weighted regression method. Geoderma, 2016, 281: 69-82. (SCI; citation: 50+)
[流域模拟][并行地理计算]> Liu J-Z, Zhu A-X*, Qin C-Z*, Wu H, Jiang J-C. A two-level parallelization method for distributed hydrological models.Environmental Modelling & Software, 2016, 80: 175-184. (SCI)
[空间推测]> Zhang S-J, Zhu A-X*, Liu J, Yang L, Qin C-Z, An Y-M. A
heuristic uncertainty directed field sampling design for digital soil mapping.Geoderma, 2016, 267: 123-136. (SCI)
[空间推测]> Jiang J-C, Zhu A-X*, Qin C-Z, Zhu T, Liu J-Z, Du F, Liu J, Zhang G-M, An Y-M. CyberSoLIM: A cyber platform for digital soil mapping.Geoderma, 2016, 263: 234-243. (SCI)
[空间推测]> Zhu A-X, Zhang G-M, Wang W, Xiao W, Huang Z-P, Ge-Sang D, Ren G-P, Qin C-Z, Yang L, Pei T, Yang S. A citizen data-based approach to predictive mapping of spatial variation of natural phenomena.International Journal of Geographical Information Science, 2015, 29(10): 1864-1886. (SCI)
[空间推测]> Zhu A-X, Liu J*, Du F, Zhang S, Qin C-Z, Burt J, Behrens T, Scholten T. Predictive soil mapping with limited sample data.European Journal of Soil Science, 2015, 66(3): 535-547. (SCI)
[空间推测]> Zhu A-X, Wang R, Qiao J, Qin C-Z, Chen Y, Liu J, Du F, Yang L, Zhu T. An expert knowledge-based approach to landslide susceptibility mapping using GIS and fuzzy logic.Geomorphology, 2014, 214: 128-138. (SCI; citation: 100+)
[流域模拟][并行地理计算]> Liu J-Z, Zhu A-X, Liu Y-B, Zhu T-X, Qin C-Z. A layered approach to parallel computing for spatially distributed hydrologic modeling.Environmental Modelling & Software, 2014, 51: 221-227. (SCI)
[流域模拟][并行地理计算]> Liu J-Z, A-X Zhu, C-Z Qin. Estimation of theoretical maximum speedup ratio for parallel computing of grid-based distributed hydrological models.Computers & Geosciences, 2013, 60: 58-62. (SCI)
[空间推测]> Yang L, A-X Zhu*, F Qi, C-Z Qin, B-L Li, T Pei. An integrative hierarchical stepwise sampling strategy and its application in digital soil mapping.International Journal of Geographical Information Science, 2013, 27(1): 1-23. (SCI)
[空间推测]> Zhu A X, Yang L, Li B L, Qin C Z, Pei T, Liu B Y. Construction of membership functions for predictive soil mapping under fuzzy logic.Geoderma, 2010, 155(3-4): 164-174. (SCI)
Pei T, Zhou C*, Zhu A-X, Li B, Qin C. Windowed nearest-neighbour method for mining spatio-temporal clusters in the presence of noise. International Journal of Geographical Information Science, 2010, 24(6): 925-948. (SCI)
[空间推测]> Pei T, C-Z Qin, A-X Zhu, et al. Mapping soil organic matter using the topographic wetness index: A comparative study based on different flow-direction algorithms and kriging methods.Ecological Indicators, 2010, 10(3): 610-619. (SCI; citation: 100+)
[地形分析]> Yong B, W-C Zhang, G-Y Niu, L-L Ren, C-Z Qin. Spatial statistical properties and scale transform analyses on the topographic index derived from DEMs in China.Computers & Geosciences, 2009, 35: 592-602. (SCI)
[空间推测]> Qi F, Zhu A-X, Pei T, Qin C-Z, Burt J E. Knowledge discovery from area-class resource maps: capturing prototype effects.Cartography and Geographic Information Science, 2008, 35(4): 223-237. (EI)
Pei T, Zhu A, Zhou C, Li B, Qin C. A new approach on nearest-neighbour method to discover cluster features in overlaid spatial point processes. International Journal of Geographical Information Science, 2006, 20(2): 153-168. (SCI)
Book chapters & Entries:
[智能化地理建模]> Qin C-Z, Zhu A-X. Towards domain-knowledge-based intelligent geographical modeling. In: Li B, Shi X, Zhu A-X, Wang C, Lin H. eds. New Thinking in GIScience. Springer, Singapore, 2022, pp. 171-178. https://doi.org/10.1007/978-981-19-3816-0_19.
> Qin C-Z, Zhu L-J. GDAL/OGR and Geospatial Data IO Libraries. In: The Geographic Information Science & Technology Body of Knowledge, Wilson J P (Ed.), University Consortium for Geographic Information Science (UCGIS), 2020. DOI:10.22224/gistbok/2020.4.1
[并行地理计算]> Qin C-Z. Cuda/GPU (Entry id: 451957). Encyclopedia of GIS (Second Edition), edited by Shashi Shekhar, Hui Xiong, and Xun Zhou. Springer, 2016. (ISBN: 978-3-319-17884-4) DOI:10.1007/978-3-319-23519-6_1606-1
> Pei T, Xu J, Gong J, Liu X, Wang J, Du S, Qin C-Z, Yang L, Wan Y. Spatial analysis and simulation. In: Leng S, et al. The Geographical Sciences During 1986—2015 (From the Classics to the Frontiers). Springer, 2017, 596 p., pp. 339-366. DOI: 10.1007/978-981-10-1884-8_15. / 3.8节“空间信息分析与模拟”. 冷疏影等,《地理科学三十年:从经典到前沿》商务印书馆,2016.
部分中文期刊论文
> 秦承志,朱良君*,申申,吴彤,肖桂荣,吴升,陈芸芝,汪小钦,冯险峰,朱阿兴,陆锋. 基于流域系统模拟一情景优化的精细治理决策支持方法. 地理学报,2024,79(1):58-75.
> 秦承志. 数字地形分析方法研究的维度——精准、高效、易用. 地球信息科学学报,2020,22(4):720-730.
> 高会然,秦承志*,朱良君,朱阿兴,刘军志,吴辉. 以坡位为空间配置单元的流域管理措施情景优化方法. 地球信息科学学报,2018,20(6):781-790.
> 王彦文,秦承志*. 地貌形态类型的自动分类方法综述. 地理与地理信息科学,2017,33(4):16-21.
> 呼雪梅,秦承志*. 数字地形分析中适宜分析窗口选择方法的实用性分析. 武汉大学学报(信息科学版),2017,42(10):1365-1372.
> 康鑫,王彦文,秦承志*,程维明,赵尚民,朱阿兴,张文诗. 多分析尺度下综合判别的地形元素分类方法. 地理研究,2016,35(9):1637-1646.
> 吴雪薇,秦承志*,朱阿兴. 数字地形分析应用适配性知识的案例表达与推理应用方法. 地理科学进展,2016,35(1):89-97.
> 艾贝贝,秦承志*,朱阿兴. 栅格地理计算并行算子对区域计算算法并行化的可用性研究——以多流向算法为例. 地球信息科学学报,2015,17(5):562-567.
> 秦承志,陈旻. 地理信息科学领域国际学术期刊等级的调查分析. 地理学报,2014,69(4):566-572. (简介及调查报告)
> 呼雪梅,秦承志*. 地形信息对确定DEM适宜分辨率的影响分析. 地理科学进展,2014,33(1):50-56.
> 秦承志,呼雪梅. 栅格数字地形分析中的尺度问题研究方法. 地理研究,2014,33(2):270-283.
> 包黎莉,秦承志*,朱阿兴,呼雪梅. DEM误差对滑坡危险性评价模型的影响. 地理科学进展,2012,31(10):1326-1333.
> 卢岩君,秦承志*,邱维理,等. 基于少量典型样点土壤属性空间分布推测模型中的土壤属性参数敏感性分析. 地理科学,2011,31(12):1549-1554.
> 包黎莉,秦承志*,朱阿兴. 地形湿度指数算法的误差定量评价研究. 地理科学进展,2011,30(1):57-64.
> 秦承志,卢岩君,邱维理,等. 模糊坡位信息在精细土壤属性空间推测中的应用. 地理研究,2010,29(9):1706-1714.
> 秦承志,卢岩君,包黎莉,等. 简化数字地形分析软件(SimDTA)及其应用——以嫩江流域鹤山农场的坡位模糊分类应用为例. 地球信息科学学报,2009,11(6):737-743. (下载SimDTA)
> 秦承志,朱阿兴,李宝林,等. 坡位的分类及其空间分布信息的定量化. 武汉大学学报(信息科学版),2009,34(3):374-377.
> 秦承志,朱阿兴,施迅,等. 坡位渐变信息的模糊推理. 地理研究,2007,26(6):1165-1174.
> 秦承志,杨琳,朱阿兴,等. 平缓地区地形湿度指数的计算方法. 地理科学进展,2006,25(6):87-93,图版I.
> 秦承志,朱阿兴,李宝林,等. 基于栅格DEM的多流向算法述评. 地学前缘,2006,13(3):91-98.
> 秦承志,李宝林,朱阿兴,等. 水流分配策略随下坡坡度变化的多流向算法. 水科学进展,2006,17(4):450-456.
> 史亚星,朱良君*,秦承志,朱阿兴. 基于坡位-地块单元的流域最佳管理措施空间优化配置方法. 地球信息科学学报,2021,23(4):564-575.
> 朱阿兴,闾国年,周成虎,秦承志. 地理相似性:地理学的第三定律?地球信息科学学报,2020,22(4):673-679. (2023年第四届“中国地理学会期刊优秀学术论文”奖)
> 张洪岩,周成虎,闾国年,吴志峰,陆锋,王劲峰,岳天祥,骆剑承,葛咏,秦承志. 试论地学信息图谱思想的内涵与传承. 地球信息科学学报,2020,22(4):653-661.
> 朱阿兴,朱良君,史亚星,秦承志,刘军志. 流域系统综合模拟与情景分析——自然地理综合研究的新范式?地理科学进展,2019,38(8):1111-1122.
> 史静静,杨琳,曾灿英,朱阿兴,秦承志,梁朋. 多种土壤属性的相关环境因子及其作用尺度研究——以黑龙江鹤山农场研究区为例. 地理研究,2018,37(3):635-646.
> 张磊,朱阿兴,杨琳,秦承志,刘军志,刘雪琦. 基于分融策略的土壤采样设计方法. 土壤学报,2017,54(5):1079-1090.
> 江净超,余洁,秦承志,刘军志,李润奎,朱良君,朱阿兴. 知识驱动下的水文模型参数智能化设置方法. 武汉大学学报(信息科学版),2017,42(4):525-530.
> 江净超,刘军志,秦承志,缪亚敏,朱阿兴. 中国近地表气温直减率及其季节和类型差异研究. 地理科学进展,2016,35(12):1538-1548.
> 吴辉,刘永波,秦承志,刘军志,江净超,朱阿兴*. 流域最佳管理措施情景优化算法的并行化. 武汉大学学报(信息科学版),2016,41(2):202-207.
> 谢军,秦承志,肖桂荣,杨琳,雷秋良,刘军志,朱阿兴. 模糊聚类方法在南方红壤小流域土壤属性制图中的应用——以长汀朱溪河小流域为例. 中国水土保持科学,2015,13(5):132-139.
> 刘军志,朱阿兴*,秦承志,江净超. 论地理规律对流域过程模拟并行计算的指导作用. 地球信息科学学报,2015,17(5):506-514.
> 江净超,朱阿兴,秦承志,刘军志. 分布式水文模型建模工具研究综述. 地理科学进展,2014,33(8):1090-1100.
> 张桂铭,朱阿兴,杨胜天,秦承志,肖文,Steve K. Windels. 基于核密度估计的动物生境适宜度制图方法. 生态学报,2013,33(23):7590-7600.
> 江净超,朱阿兴,秦承志,杨琳,刘峰,张淑杰. CyberSoLIM:基于知识驱动的在线数字土壤制图原型系统. 土壤学报,2013,50(6):149-153.
> 吴立新,杨宜舟,秦承志,张树清,张立强,方金云,孙文彬,刘善军. 面向新型硬件构架的新一代GIS基础并行算法研究. 地理与地理信息科学,2013,29(4):1-8.
> 马益杭,占利军,谢传节,秦承志. 连通域标记算法的并行化研究. 地理与地理信息科学,2013,29(4):67-71.
> 刘军志,朱阿兴,秦承志,陈腊娇,吴辉,江净超. 分布式水文模型的并行计算研究进展. 地理科学进展,2013,32(4):538-547.
> 刘京,朱阿兴,张淑杰,秦承志. 基于样点个体代表性的大尺度土壤属性制图方法. 土壤学报,2013,50(1):12-20.
> 朱阿兴,陈腊娇,秦承志,王平,刘军志,李润奎,蔡强国. 水土流失治理新范式:基于流域过程模拟和情景分析的方法. 应用生态学报,2012,23(7):1883-1890.
> 杨琳,朱阿兴,秦承志,李宝林,裴韬. 一种基于样点代表性等级的土壤采样设计方法. 土壤学报,2011,48(5):938-946.
> 陈腊娇,朱阿兴,秦承志,李润奎,刘京,刘军志. 流域生态水文模型研究进展. 地理科学进展,2011,30(5):535-544.
> 李润奎,朱阿兴,秦承志,陈腊娇,刘军志. 土壤数据对分布式流域水文模型模拟效果的影响. 水科学进展,2011,22(2):168-174.
> 杨琳,S Fahmy,焦有,S Hann,朱阿兴,秦承志. 基于土壤-环境关系的更新传统土壤图研究. 土壤学报,2010,47(6):1039-1049.
> 杨琳,朱阿兴,秦承志,李宝林,裴韬. 运用模糊隶属度进行土壤属性制图的研究——以黑龙江鹤山农场研究区为例. 土壤学报,2009,46(1):9-15.
> 孙孝林,赵玉国,秦承志,李德成,赵量,张甘霖. DEM水平分辨率对多元线性土壤-景观模型及其制图应用的影响. 土壤学报,2008,45(5):971-977.
> 杨琳,朱阿兴,李宝林,秦承志,裴韬,刘宝元,李润奎,蔡强国. 应用模糊c均值聚类获取土壤制图所需土壤-环境关系知识的方法研究. 土壤学报,2007,44(5):791-798.
(*:通讯作者)
部分会议论文
> 赵芳鹤,秦承志*,魏腾飞,马天午,刘军志,朱阿兴. 土壤采样中不可采样点替代位置的动态推荐. 2018中国地理信息科学理论与方法学术年会,2018年11月2~4日,太原. (青年优秀论文一等奖)
> Wang Y-W, Qin C-Z*, Cheng W-M, Zhu A-X. Detecting craters by training random forest based on existing crater map and spatial structural information. Geomorphometry'2018, August 13–17, 2018, Boulder CO, USA. (extended abstract)
> 高会然,秦承志*,朱良君,朱阿兴,刘军志,吴辉. 基于坡位单元的流域管理措施空间配置优化方法. 2017年中国地理学会(华北地区)学术年会,2017年5月13-14日,河北师范大学. (优秀青年论文奖)
> Qin C-Z, Wu X-W, Lu Y-J, Jiang J-C, Zhu A-X. Case-based formalization of knowledge of digital terrain analysis. In: Jasiewicz J, Zwoliński Zb, Mitasova H, Hengl T (eds). Geomorphometry for Geosciences (Proceedings of Geomorphometry’2015). Adam Mickiewicz University in Poznań, 2015, pp. 209-212. (extended abstract)
> 艾贝贝,秦承志*. 栅格地理计算并行算子对区域计算算法并行化的可用性研究. 中国地理学会2014年学术年会,2014年10月24-27日,成都. (中国地理学会2014年学术年会青年优秀学术论文)
> 江净超,刘军志,秦承志,朱阿兴. 利用国家气象站点2000年以来观测资料的中国气温直减率研究. 中国地理学会2014年学术年会,2014年10月24-27日,成都. (中国地理学会2014年学术年会青年优秀学术论文)
> Qin C-Z, Jiang J-C, Zhan L-J, Lu Y-J, Zhu A-X. A Browser/Server-based Prototype of Heuristic Modelling Environment for Digital Terrain Analysis. Geomorphometry’2013, Nanjing Normal University, 16-20 October, 2013. (extended abstract; “Best Paper Award”)
> Zhan L-J, Qin C-Z*. Parallel geospatial raster processing by geospatial data abstraction library (GDAL) – applicability and defects. GeoComputation’2013, Wuhan University, 23-25 May, 2013. (extended abstract, poster presentation by Zhan Li-Jun)
> Lu Y, Qin C-Z*, Zhu A-X, Qiu W. Application-matching Knowledge Based Engine for a Modelling Environment for Digital Terrain Analysis. GeoInformatics 2012, The Chinese University of Hong Kong, 15-17 June, 2012. (extended abstract, oral presentation by Lu Yanjun)
> Bao L, Qin C-Z*, Zhu A-X. Quantifying the Effect of DEM Error on an Expert Knowledge-based Approach to Landslide Susceptibility Mapping. GeoInformatics 2012, The Chinese University of Hong Kong, 15-17 June, 2012. (extended abstract, oral presentation by Bao Lili)
> Qin C-Z, Lu Y-J, Zhu A-X, Qiu W. Software prototyping of a heuristic and visualized modeling environment for digital terrain analysis. 11th International Conference on GeoComputation, 20-22 July, 2011, University College London, UK. (Extended abstract)
> Zhan L-J, Qin C-Z*. A graph-theory-based method for parallelizing the multiple-flow-direction algorithm on CUDA compatible Graphics Processing Units. 2011 1st IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, in conjunction with 8th Beijing International Workshop on Geographical Information Science, Fuzhou, China, June 29-July 1, 2011. (EI indexed)
> 包黎莉,秦承志*,覃彪,等. 面向地形湿度指数算法误差评价的人造表面建模. 中国地理学会2009年学术年会,北京,2009. (中国地理学会2009年学术年会青年优秀学术论文)
> 卢岩君,秦承志*,邱维理,等. 基于坡位渐变信息的土壤属性空间分布推测模型研究. 中国地理学会2009年学术年会,北京,2009.(中国地理学会2009年学术年会青年优秀学术论文)
> Qin C Z, A-X Zhu, L Yang, et al. Primary discussion on the relationship between distributions of fuzzy slope positions and soil types. 16th International Conference on Geoinformatics & Joint Conference on GIS and Built Environment, Guangzhou, China, June 28-29, 2008. In: Liu L, X Li, K Liu, X Zhang, eds. Proceedings of SPIE, vol. 7146, 2008, doi: 10.1117/12.813126. (EI indexed)
> Qin C, A-X Zhu, X Shi, et al. Fuzzy representation of spatial gradation of slope position. International Symposium on Terrain Analysis and Digital Terrain Modeling, Nanjing, China, Nov. 23-25, 2006.
> Qin C-Z, Zhou C-H, Pei T. Taxonomy of Visualization Techniques and Systems – Concerns between Users and Developers are Different. AsiaGIS’2003, 15-18 Oct. 2003, Wuhan, China.
科研活动
现任《Transactions in GIS》(国际GIS领域老牌代表性期刊之一、SSCI期刊)副主编;《地理研 究》编委、《Water》(SCI期刊)编委;
中国地理信息产业协会理论与方法工作委员会秘书长(2017~)
International Society of Geomorphometry 执委会委员 (2021-2023、2023-2025)
iEMSs (International Environmental Modelling and Software Society) Board of Directors (2020~ )
Scientific committee of Geomorphometry'2020 & '2021, '2023;iEMSs'2024
国际数字地球学会中国国家委员会数字山地专业委员会委员(2017~)、虚拟地理环境专业委员会委员(2017~);中国测绘学会摄影测量与遥感专业委员会委员(2022~2026)。
《地球信息科学学报》(2015,17卷5期)“地理计算并行化”专辑客座编辑。
Guest Editor of <Earth Surface Processes and Landforms> Special Issue: Remote sensing applications in geomorphology
担任AAAG、IJGIS、Transactions in GIS、Computers & Geosciences、Environmental Modelling & Software、IJDE、Journal of Hydrology、Geomorphology、Geoderma、Catena、IEEE Transactions on Knowledge and Data Engineering等40余份SCI期刊及地理学报、测绘学报、地理研究、中国图象图形学报、地球信息科学学报等10余份国内期刊的审稿人。
2013年5月~2016年,担任资源与环境信息系统国家重点实验室学委会秘书。
承担科研项目
主持的项目及课题主要包括:
> 国家自然科学基金面上项目“考虑应用场景空间异质性的流域水文模型结构智能化确定方法”(42471499;2025~2028);
> 科技部国家重点研发计划项目“地理空间智能核心技术与软件系统”课题4“地理空间智能分析与计算引擎”(2021YFB3900904;2021.12~2024.11);
> 国家自然科学基金面上项目“基于坡位单元边界动态调整的流域管理措施情景优化方法”(41871362;2019~2022);
> 国家自然科学基金优秀青年基金项目“数字地形分析”(41422109;2015~2017);
> 国家科技支撑计划项目“南方红壤水土流失治理技术研究与示范”课题下设任务“南方红壤区水土流失治理综合模拟与情景分析研究”(2013~2015);
> 863计划地球观测与导航技术领域主题项目“面向新型硬件架构的复杂地理计算平台”课题“地理空间计算并行算法与中间件”子课题(2011~2013);
> 国家自然科学基金面上项目“基于原型理论的坡位空间渐变信息定量方法”(40971235;2010~2012);
> 中科院知识创新工程重要方向项目群项目“地表过程建模环境和模型集成研究”课题“面向地表过程综合建模的地学要素定量计算方法研究”(2009~2011);
> 国家自然科学基金青年基金项目“自适应多流向算法(MFD)研究”(40501056;2006~2008)。
> 科技部国家科技基础资源调查专项项目课题“红树林资源遥感监测与评估”(2017FY100706;2017-2021);
主要参加的项目包括:
> 科技部国家重点研发计划项目“地理空间智能核心技术与软件系统”(2021YFB3900900;2021.12~2024.11);
> 中科院A类战略性先导科技专项项目“生态文明建设地理图景技术与应用示范”(XDA2310;2019~2023);
> 国家自然科学基金委重点基金“基于地理环境相似性的地理变量空间变化推测的理论与方法研究”(41431177;2015~2019);
> 2011-2013年,863计划地球观测与导航技术领域主题项目“面向新型硬件架构的复杂地理计算平台”;
> 2007-2008年,国家环保部专项“全国土壤污染调查数据库与集成应用系统设计与开发(一、二期)”。
邀请报告
> 应邀做GeoAI2024在线论坛的第三期第二讲:“数据-知识-模型”协同的智能化地理建模(b站回放录像),2024年5月27日.
> 大会特邀报告:流域分析与模拟的智能计算. 中国地理学会地理模型与地理信息分析专业委员会2023年学术年会,2023年10月14-16日,武汉大学.
> 智慧地球大讲堂第224期:数字土壤制图的智能化(直播录像回放),2023年2月22日.
> Toward faster and more easily digital terrain analysis. 2015-8-21, 东北亚-中亚地区资源环境数据共享国际培训班(International Workshop on Northeast Asia-Central Asia Regional Resources and Environment Data Sharing. 2015年8月10-29日)
> 基于栅格DEM的地形属性算法研究(1天授课与研讨,含半天实验课). 2015年8月20日,北京,数字地形分析暑期研究生高级研修班(苏州高新区中科地理信息系统培训中心,资源与环境信息系统国家重点实验室;2015年8月17~21日)
> How to make digital terrain analysis faster and more easily? 2013-11-13,北京,发展中国家科技国际培训(兴都库什-喜马拉雅地区国际科学数据共享)班(中科院国际合作局资助,资源与环境信息系统国家重点实验室地球系统科学数据共享中心、国家科技基础条件平台-地球系统科学数据共享平台承办)主题报告
> Digital Terrain Analysis for Digital Soil Mapping(3小时英文授课,含45分钟实验),2012.12.6,南京,作为Training Workshop on the Update of Harmonized World Soil Database (HWSD) (2012.12.5~7,中国科学院南京土壤研究所、“亚洲土壤伙伴计划(Asia Soil Partnership, ASP)”秘书处主办)地形分析授课讲师
博士后与研究生
博士后
> 申申(2019.7~2023.7)从情景到路线图:考虑分阶段投资的流域管理措施实施方案优化
> 夏清(2017.7~2019.6)基于潮汐高分遥感影像的红树林空间分布信息提取方法
> 康鑫(2013.11~2018)地形元素类型的多尺度提取方法
博士生
> 2024级直博生:王泽宇
> 2023级直博生:武成龙
> 2022级直博生:樊星辰
> 2021级博士生:陈子越
> 2021级宁波诺丁汉大学联合培养博士生:贾天
> 2020级直博生:吴彤
> 2017级直博生:王祎杰
毕业
> 2019级直博生:王玉靖 博士论文《考虑应用场景空间异质性的流域水文模型结构智能化确定方法》
> 2018级直博生:赵芳鹤(导师:朱阿兴;副导师:秦承志)博士论文《考虑空间结构特征的空间推测模型智能化推荐》
> 2018级博士生:赵传朋 博士论文《大区域红树林分布遥感提取:误分类的形式、关键原因与改进方法》
> 2016级博士生:侯志伟 博士论文《地理模型空间参数的智能化配备方法研究——以水文模型为例》
> 2016级博士生:樊乃卿(导师:朱阿兴;副导师:秦承志)博士论文《基于地理学第三定律的大区域数字土壤制图研究》
> 2015级博士生:梁朋(导师:朱阿兴;副导师:秦承志)博士论文《地理变量空间推测中基于案例的环境变量选择方法研究——以数字土壤制图为例》
> 2014级博士生:朱良君(导师:朱阿兴;副导师:秦承志)博士论文《基于边界自适应配置单元的流域管理措施空间配置优化方法》
> 2013级博士生:安艺明(导师:朱阿兴;副导师:秦承志)博士论文《基于协同环境变量空间邻域相似性的数字土壤制图方法——以土壤有机质含量推测应用为例》
> 2012级博士生:程伟(导师:朱阿兴;副导师:秦承志)博士论文《综合土壤多边形个体隐含知识更新传统土壤图的方法研究》
> 2015级硕士生:王彦文 (硕士论文《考虑空间结构信息的撞击坑自动提取方法研究》)
> 2014级硕士生:艾贝贝 (硕士论文《栅格地理计算并行算子中的负载均衡问题研究》)
> 2013级硕士生:吴雪薇 (硕士论文《数字地形分析领域应用适配性知识的案例表达与推理应用——以河网提取为例》;“优秀毕业生”)
> 2012级客座硕士生:谢军(福州大学;硕士论文《福建红壤区流域水土流失治理措施的情景分析——以朱溪河小流域为例》)
> 2011级硕士生:呼雪梅(硕士论文《地形信息对栅格数字地形分析中适宜尺度选择的影响》)
> 2010级硕士生:占利军(硕士论文《兼容多种常用高性能计算平台的栅格地理计算并行算子研究》;“中国科学院大学2013年优秀毕业生”(地理资源所本年获得者中唯一硕士))
> 2009级硕士生:包黎莉(硕士论文《DEM误差对基于专家知识滑坡危险性评价的影响》)
> 2009级硕士生:卢岩君(北京师范大学,联合培养。硕士论文《知识驱动下的数字地形分析可视化建模环境构建研究》)