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A-Xing Zhu - Publications

Affiliations: 
University of Wisconsin, Madison, Madison, WI 
Area:
Physical Geography, Soil Science Agriculture, Computer Science
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161 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Liu F, Wu H, Zhao Y, Li D, Yang JL, Song X, Shi Z, Zhu AX, Zhang GL. Mapping high resolution National Soil Information Grids of China. Science Bulletin. 67: 328-340. PMID 36546081 DOI: 10.1016/j.scib.2021.10.013  0.314
2021 Zhou Y, Chen S, Zhu A, Hu B, Shi Z, Li Y. Revealing the scale- and location-specific controlling factors of soil organic carbon in Tibet Geoderma. 382: 114713. DOI: 10.1016/J.Geoderma.2020.114713  0.344
2020 Lian H, Yen H, Huang JC, Feng Q, Qin L, Bashir MA, Wu S, Zhu AX, Luo J, Di H, Lei Q, Liu H. CN-China: Revised runoff curve number by using rainfall-runoff events data in China. Water Research. 177: 115767. PMID 32283435 DOI: 10.1016/J.Watres.2020.115767  0.326
2020 Hong H, Liu J, Zhu AX. Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble. The Science of the Total Environment. 718: 137231. PMID 32097835 DOI: 10.1016/J.Scitotenv.2020.137231  0.376
2020 Zhang F, Wang G, Hu Y, Chen L, Zhu AX. Design of an Integrated Remote and Ground Sensing Monitor System for Assessing Farmland Quality. Sensors (Basel, Switzerland). 20. PMID 31936040 DOI: 10.3390/S20020336  0.308
2020 Zeng C, Yang L, Zhu A. The Generation of Soil Spectral Dynamic Feedback Using Landsat 8 Data for Digital Soil Mapping Remote Sensing. 12: 1691. DOI: 10.3390/Rs12101691  0.429
2020 Wang D, Zhu A. Soil Mapping Based on the Integration of the Similarity-Based Approach and Random Forests Land. 9: 174. DOI: 10.3390/Land9060174  0.462
2020 Fan N, Zhu A, Qin C, Liang P. Digital Soil Mapping over Large Areas with Invalid Environmental Covariate Data Isprs International Journal of Geo-Information. 9: 102. DOI: 10.3390/Ijgi9020102  0.428
2020 Zou Z, Yang H, Zhu A. Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data Ieee Access. 8: 24819-24828. DOI: 10.1109/Access.2020.2971008  0.366
2020 Burt JE, White J, Allord G, Then KM, Zhu A. Automated and semi-automated map georeferencing Cartography and Geographic Information Science. 47: 46-66. DOI: 10.1080/15230406.2019.1604161  0.341
2020 LIANG P, QIN C, ZHU A, HOU Z, FAN N, WANG Y. A case-based method of selecting covariates for digital soil mapping Journal of Integrative Agriculture. 19: 2127-2136. DOI: 10.1016/S2095-3119(19)62857-1  0.396
2020 Yang L, He X, Shen F, Zhou C, Zhu A, Gao B, Chen Z, Li M. Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data Soil & Tillage Research. 196: 104465. DOI: 10.1016/J.Still.2019.104465  0.434
2020 Lin C, Zhu A, Wang Z, Wang X, Ma R. The refined spatiotemporal representation of soil organic matter based on remote images fusion of Sentinel-2 and Sentinel-3 International Journal of Applied Earth Observation and Geoinformation. 89: 102094. DOI: 10.1016/J.Jag.2020.102094  0.367
2020 Liu J, Zhu A, Rossiter D, Du F, Burt J. A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM) Geoderma. 373: 114440. DOI: 10.1016/J.Geoderma.2020.114440  0.401
2020 Ma T, Brus DJ, Zhu A, Zhang L, Scholten T. Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps Geoderma. 370: 114366. DOI: 10.1016/J.Geoderma.2020.114366  0.41
2020 Yang L, Li X, Shi J, Shen F, Qi F, Gao B, Chen Z, Zhu A, Zhou C. Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method Geoderma. 369: 114337. DOI: 10.1016/J.Geoderma.2020.114337  0.394
2020 Liu X, Zhu A, Yang L, Pei T, Liu J, Zeng C, Wang D. A graded proportion method of training sample selection for updating conventional soil maps Geoderma. 357: 113939. DOI: 10.1016/J.Geoderma.2019.113939  0.393
2020 Zhang G, Zhu A, He Y, Huang Z, Ren G, Xiao W. Integrating multi-source data for wildlife habitat mapping: A case study of the black-and-white snub-nosed monkey (Rhinopithecus bieti) in Yunnan, China Ecological Indicators. 118: 106735. DOI: 10.1016/J.Ecolind.2020.106735  0.374
2020 Zeng C, Qi F, Zhu A, Liu F. Construction of land surface dynamic feedback for digital soil mapping considering the spatial heterogeneity of rainfall magnitude Catena. 191: 104576. DOI: 10.1016/J.Catena.2020.104576  0.473
2020 Ma T, Wei T, Qin C, Zhu A, Qi F, Liu J, Zhao F, Pan H. In-situ recommendation of alternative soil samples during field sampling based on environmental similarity Earth Science Informatics. 13: 39-53. DOI: 10.1007/S12145-019-00407-X  0.365
2020 Zhu T, Xu X, Zhu A, Wang X. Assessment of soil shear strength in gully systems: A case-study in the Wangjiagou (WJG) watershed on the Loess Plateau of China Land Degradation & Development. DOI: 10.1002/Ldr.3633  0.329
2019 Liu S, Peng Y, Xia Z, Hu Y, Wang G, Zhu AX, Liu Z. The GA-BPNN-Based Evaluation of Cultivated Land Quality in the PSR Framework Using Gaofen-1 Satellite Data. Sensors (Basel, Switzerland). 19. PMID 31771107 DOI: 10.3390/S19235127  0.412
2019 Xia Z, Peng Y, Liu S, Liu Z, Wang G, Zhu AX, Hu Y. The Optimal Image Date Selection for Evaluating Cultivated Land Quality Based on Gaofen-1 Images. Sensors (Basel, Switzerland). 19. PMID 31766165 DOI: 10.3390/S19224937  0.316
2019 Behrens T, Viscarra Rossel RA, Kerry R, MacMillan R, Schmidt K, Lee J, Scholten T, Zhu AX. The relevant range of scales for multi-scale contextual spatial modelling. Scientific Reports. 9: 14800. PMID 31616033 DOI: 10.1038/S41598-019-51395-3  0.353
2019 Zhu L, Qin C, Zhu A, Liu J, Wu H. Effects of Different Spatial Configuration Units for the Spatial Optimization of Watershed Best Management Practice Scenarios Water. 11: 262. DOI: 10.3390/W11020262  0.341
2019 Hou Z, Qin C, Zhu A, Liang P, Wang Y, Zhu Y. From Manual to Intelligent: A Review of Input Data Preparation Methods for Geographic Modeling Isprs International Journal of Geo-Information. 8: 376. DOI: 10.3390/Ijgi8090376  0.336
2019 Zhao F, Qin C, Wei T, Ma T, Qi F, Liu J, Zhu A. Dynamic Recommendation of Substitute Locations for Inaccessible Soil Samples during Field Sampling Campaign Isprs International Journal of Geo-Information. 8: 127. DOI: 10.3390/Ijgi8030127  0.31
2019 Zhu L, Liu J, Zhu A, Duan Z. Spatial evaluation of L-band satellite-based soil moisture products in the upper Huai River basin of China European Journal of Remote Sensing. 52: 194-205. DOI: 10.1080/22797254.2019.1579618  0.406
2019 Zhang G, Zhu A. A representativeness-directed approach to mitigate spatial bias in VGI for the predictive mapping of geographic phenomena International Journal of Geographical Information Science. 33: 1873-1893. DOI: 10.1080/13658816.2019.1615071  0.387
2019 Lü G, Batty M, Strobl J, Lin H, Zhu A, Chen M. Reflections and speculations on the progress in Geographic Information Systems (GIS): a geographic perspective International Journal of Geographical Information Science. 33: 346-367. DOI: 10.1080/13658816.2018.1533136  0.335
2019 Wang D, Liu J, Zhu A, Wang S, Zeng C, Ma T. Automatic extraction and structuration of soil–environment relationship information from soil survey reports Journal of Integrative Agriculture. 18: 328-339. DOI: 10.1016/S2095-3119(18)62071-4  0.378
2019 CHENG W, ZHU A, QIN C, QI F. Updating conventional soil maps by mining soil–environment relationships from individual soil polygons Journal of Integrative Agriculture. 18: 265-278. DOI: 10.1016/S2095-3119(18)61938-0  0.428
2019 Zhang G, Zhu A. A representativeness heuristic for mitigating spatial bias in existing soil samples for digital soil mapping Geoderma. 351: 130-143. DOI: 10.1016/J.Geoderma.2019.05.024  0.413
2019 Yang L, Song M, Zhu A, Qin C, 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. 340: 289-302. DOI: 10.1016/J.Geoderma.2019.01.015  0.391
2019 Zhu L, Liu J, Qin C, Zhu A. A modular and parallelized watershed modeling framework Environmental Modelling and Software. 122: 104526. DOI: 10.1016/J.Envsoft.2019.104526  0.335
2019 Zhu A, Miao Y, Liu J, Bai S, Zeng C, Ma T, Hong H. A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods Catena. 183: 104188. DOI: 10.1016/J.Catena.2019.104188  0.382
2019 Hong H, Miao Y, Liu J, Zhu A. Exploring the effects of the design and quantity of absence data on the performance of random forest-based landslide susceptibility mapping Catena. 176: 45-64. DOI: 10.1016/J.Catena.2018.12.035  0.407
2019 Song Y, Zhu A, Cui X, Liu Y, Hu Y, Li B. Spatial variability of selected metals using auxiliary variables in agricultural soils Catena. 174: 499-513. DOI: 10.1016/J.Catena.2018.11.030  0.364
2019 Li A, Chen Y, Lü G, Zhu A. Automatic detection of geological folds using attributed relational graphs and formal grammar Computers & Geosciences. 127: 75-84. DOI: 10.1016/J.Cageo.2019.03.006  0.344
2019 Sheng M, Liu J, Zhu A, Rossiter DG, Liu H, Liu Z, Zhu L. Comparison of GLUE and DREAM for the estimation of cultivar parameters in the APSIM-maize model Agricultural and Forest Meteorology. 278: 107659. DOI: 10.1016/J.Agrformet.2019.107659  0.305
2019 Hong H, Liu J, Zhu A. Landslide susceptibility evaluating using artificial intelligence method in the Youfang district (China) Environmental Earth Sciences. 78: 1-20. DOI: 10.1007/S12665-019-8415-9  0.382
2019 Li A, Zhu A. Copyright authentication of digital vector maps based on spatial autocorrelation indices Earth Science Informatics. 12: 629-639. DOI: 10.1007/S12145-019-00386-Z  0.371
2019 Chen W, Shahabi H, Shirzadi A, Hong H, Akgun A, Tian Y, Liu J, Zhu A, Li S. Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling Bulletin of Engineering Geology and the Environment. 78: 4397-4419. DOI: 10.1007/S10064-018-1401-8  0.399
2018 Sahana M, Hong H, Sajjad H, Liu J, Zhu AX. Assessing deforestation susceptibility to forest ecosystem in Rudraprayag district, India using fragmentation approach and frequency ratio model. The Science of the Total Environment. 627: 1264-1275. PMID 30857091 DOI: 10.1016/J.Scitotenv.2018.01.290  0.424
2018 Chen W, Peng J, Hong H, Shahabi H, Pradhan B, Liu J, Zhu AX, Pei X, Duan Z. Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China. The Science of the Total Environment. 626: 1121-1135. PMID 29898519 DOI: 10.1016/J.Scitotenv.2018.01.124  0.378
2018 Hong H, Tsangaratos P, Ilia I, Liu J, Zhu AX, Xu C. Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China. The Science of the Total Environment. 630: 1044-1056. PMID 29554726 DOI: 10.1016/J.Scitotenv.2018.02.278  0.413
2018 Fan S, Hu Y, Wang L, Liu Z, Shi Z, Wu W, Pan Y, Wang G, Zhu A, Li B. Improving Spatial Soil Moisture Representation through the Integration of SMAP and PROBA-V Products Sustainability. 10: 3459. DOI: 10.3390/Su10103459  0.443
2018 Shi J, Yang L, Zhu A, Qin C, 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. 82: 645-656. DOI: 10.2136/Sssaj2017.11.0392  0.389
2018 Zhu A, Lu G, Liu J, Qin C, Zhou C. Spatial prediction based on Third Law of Geography Annals of Gis. 24: 225-240. DOI: 10.1080/19475683.2018.1534890  0.306
2018 Lin B, Zhou L, Xu D, Zhu A, Lu G. A discrete global grid system for earth system modeling International Journal of Geographical Information Science. 32: 711-737. DOI: 10.1080/13658816.2017.1391389  0.311
2018 Xiong L, Zhu A, Zhang L, Tang G. Drainage basin object-based method for regional-scale landform classification: a case study of loess area in China Physical Geography. 39: 523-541. DOI: 10.1080/02723646.2018.1442062  0.362
2018 Wu M, Zhu A, He L. Improving the Quality of Cartographic Colour Reproduction Using the Self-Organizing Map Method Cartographic Journal. 55: 273-284. DOI: 10.1080/00087041.2017.1414106  0.321
2018 Zhu L, Zhu A, Qin C, Liu J. Automatic approach to deriving fuzzy slope positions Geomorphology. 304: 173-183. DOI: 10.1016/J.Geomorph.2017.12.024  0.328
2018 Yang L, Brus DJ, Zhu A, Li X, Shi J. Accounting for access costs in validation of soil maps: A comparison of design-based sampling strategies Geoderma. 315: 160-169. DOI: 10.1016/J.Geoderma.2017.11.028  0.341
2018 An Y, Yang L, Zhu A, Qin C, Shi J. Identification of representative samples from existing samples for digital soil mapping Geoderma. 311: 109-119. DOI: 10.1016/J.Geoderma.2017.03.014  0.379
2018 Sheng M, Liu J, Zhu A, Rossiter DG, Zhu L, Peng G. Evaluation of CLM-Crop for maize growth simulation over Northeast China Ecological Modelling. 377: 26-34. DOI: 10.1016/J.Ecolmodel.2018.03.005  0.326
2018 Zhu A, Miao Y, Yang L, Bai S, Liu J, Hong H. Comparison of the presence-only method and presence-absence method in landslide susceptibility mapping Catena. 171: 222-233. DOI: 10.1016/J.Catena.2018.07.012  0.364
2018 Zhu A, Miao Y, Wang R, Zhu T, Deng Y, Liu J, Yang L, Qin C, Hong H. A comparative study of an expert knowledge-based model and two data-driven models for landslide susceptibility mapping Catena. 166: 317-327. DOI: 10.1016/J.Catena.2018.04.003  0.541
2018 Chen W, Xie X, Peng J, Shahabi H, Hong H, Bui DT, Duan Z, Li S, Zhu A. GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method Catena. 164: 135-149. DOI: 10.1016/J.Catena.2018.01.012  0.381
2018 Hong H, Liu J, Bui DT, Pradhan B, Acharya TD, Pham BT, Zhu A, Chen W, Ahmad BB. Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China) Catena. 163: 399-413. DOI: 10.1016/J.Catena.2018.01.005  0.44
2018 Hong H, Kornejady A, Soltani A, Termeh SVR, Liu J, Zhu A, hesar AY, Ahmad BB, Wang Y. Landslide susceptibility assessment in the Anfu County, China: comparing different statistical and probabilistic models considering the new topo-hydrological factor (HAND) Earth Science Informatics. 11: 605-622. DOI: 10.1007/S12145-018-0352-8  0.438
2018 Yang X, Na J, Tang G, Wang T, Zhu A. Bank gully extraction from DEMs utilizing the geomorphologic features of a loess hilly area in China Frontiers of Earth Science. 13: 151-168. DOI: 10.1007/S11707-018-0700-5  0.406
2018 Wu H, Zhu A, Liu J, Liu Y, Jiang J. Best Management Practices Optimization at Watershed Scale: Incorporating Spatial Topology among Fields Water Resources Management. 32: 155-177. DOI: 10.1007/S11269-017-1801-8  0.317
2018 Hong H, Pradhan B, Sameen MI, Kalantar B, Zhu A, Chen W. Improving the accuracy of landslide susceptibility model using a novel region-partitioning approach Landslides. 15: 753-772. DOI: 10.1007/S10346-017-0906-8  0.407
2018 Wu M, Chen T, Wang H, Lv G, Zhu A. An adaptive approach to create on‐demand color schemes for mapping quantitative geographic data Color Research and Application. 43: 569-585. DOI: 10.1002/Col.22212  0.318
2017 Hong H, Tsangaratos P, Ilia I, Liu J, Zhu AX, Chen W. Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China. The Science of the Total Environment. 625: 575-588. PMID 29291572 DOI: 10.1016/J.Scitotenv.2017.12.256  0.418
2017 Hong H, Panahi M, Shirzadi A, Ma T, Liu J, Zhu AX, Chen W, Kougias I, Kazakis N. Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution. The Science of the Total Environment. PMID 29074239 DOI: 10.1016/J.Scitotenv.2017.10.114  0.379
2017 Zeng C, Yang L, Zhu A. Construction of Membership Functions for Soil Mapping using the Partial Dependence of Soil on Environmental Covariates Calculated by Random Forest Soil Science Society of America Journal. 81: 341-353. DOI: 10.2136/Sssaj2016.06.0195  0.404
2017 Lin B, Zhou L, Lv G, Zhu A. 3D geological modelling based on 2D geological map Annals of Gis: Geographic Information Sciences. 23: 117-129. DOI: 10.1080/19475683.2017.1304450  0.307
2017 Luo W, Yu Z, Yuan L, Hu Y, Zhu A, Lü G. Template-based GIS computation: a geometric algebra approach International Journal of Geographical Information Science. 31: 2045-2067. DOI: 10.1080/13658816.2017.1346796  0.346
2017 Zhu Y, Zhu A, Feng M, Song J, Zhao H, Yang J, Zhang Q, Sun K, Zhang J, Yao L. A similarity-based automatic data recommendation approach for geographic models International Journal of Geographical Information Science. 31: 1403-1424. DOI: 10.1080/13658816.2017.1300805  0.339
2017 YANG L, ZHU A, ZHAO Y, LI D, ZHANG G, ZHANG S, BAND LE. Regional Soil Mapping Using Multi-Grade Representative Sampling and a Fuzzy Membership-Based Mapping Approach Pedosphere. 27: 344-357. DOI: 10.1016/S1002-0160(17)60322-9  0.444
2017 Huang C, Yunmei L, Liu G, Guo Y, Yang H, Zhu A, Song T, Huang T, Zhang M, Shi K. Tracing high time-resolution fluctuations in dissolved organic carbon using satellite and buoy observations: Case study in Lake Taihu, China International Journal of Applied Earth Observation and Geoinformation. 62: 174-182. DOI: 10.1016/J.Jag.2017.06.009  0.315
2017 Zeng C, Zhu AX, Liu F, Yang L, Rossiter DG, Liu J, Wang D. The impact of rainfall magnitude on the performance of digital soil mapping over low-relief areas using a land surface dynamic feedback method Ecological Indicators. 72: 297-309. DOI: 10.1016/J.Ecolind.2016.08.023  0.431
2017 Zhou L, Lian W, Lv G, Zhu A, Lin B. Efficient encoding and decoding algorithm for triangular discrete global grid based on Hybrid Transformation Strategy Computers, Environment and Urban Systems. 68: 110-120. DOI: 10.1016/J.Compenvurbsys.2017.11.005  0.316
2017 Qin C, Ai B, Zhu A, Liu J. An efficient method for applying a differential equation to deriving the spatial distribution of specific catchment area from gridded digital elevation models Computers & Geosciences. 100: 94-102. DOI: 10.1016/J.Cageo.2016.12.009  0.326
2017 Hong H, Liu J, Zhu A, Shahabi H, Pham BT, Chen W, Pradhan B, Bui DT. A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China) Environmental Earth Sciences. 76: 1-19. DOI: 10.1007/S12665-017-6981-2  0.429
2017 Huang C, Yang H, Li Y, Zhang M, Lv H, Zhu A, Yu Y, Luo Y, Huang T. Quantificational effect of reforestation to soil erosion in subtropical monsoon regions with acid red soil by sediment fingerprinting Environmental Earth Sciences. 76: 34. DOI: 10.1007/S12665-016-6349-Z  0.404
2017 Liu K, Ding H, Tang G, Zhu A, Yang X, Jiang S, Cao J. An Object-based Approach for Two-level Gully Feature Mapping Using High-resolution DEM and Imagery: A Case Study on Hilly Loess Plateau Region, China Chinese Geographical Science. 27: 415-430. DOI: 10.1007/S11769-017-0874-X  0.396
2017 Xiong L, Tang G, Zhu A, Yuan B, Lu B, Dang T. Paleotopographic controls on modern gully evolution in the loess landforms of China Science China-Earth Sciences. 60: 438-451. DOI: 10.1007/S11430-016-0211-5  0.325
2016 Liu Y, Yang W, Qin C, Zhu A. A Review and Discussion on Modeling and Assessing Agricultural Best Management Practices under Global Climate Change Journal of Sustainable Development. 9: 245. DOI: 10.5539/Jsd.V9N1P245  0.304
2016 Qin C, Wu X, Jiang J, Zhu A. Case-based knowledge formalization and reasoning method for digital terrain analysis – application to extracting drainage networks Hydrology and Earth System Sciences. 20: 3379-3392. DOI: 10.5194/Hess-20-3379-2016  0.326
2016 Yue Y, Li M, Zhu A, Ye X, Mao R, Wan J, Dong J. Land Degradation Monitoring in the Ordos Plateau of China Using an Expert Knowledge and BP-ANN-Based Approach Sustainability. 8: 1174. DOI: 10.3390/Su8111174  0.39
2016 Yang L, Qi F, Zhu AX, Shi J, An Y. Evaluation of integrative hierarchical stepwise sampling for digital soil mapping Soil Science Society of America Journal. 80: 637-651. DOI: 10.2136/Sssaj2015.08.0285  0.417
2016 Wu M, Zhu A, Zheng P, Cui L, Zhang X. An improved map-symbol model to facilitate sharing of heterogeneous qualitative map symbols Cartography and Geographic Information Science. 1-14. DOI: 10.1080/15230406.2015.1102083  0.357
2016 Xiong LY, Tang GA, Zhu AX, Qian YQ. A peak-cluster assessment method for the identification of upland planation surfaces International Journal of Geographical Information Science. 1-18. DOI: 10.1080/13658816.2016.1205193  0.314
2016 Guo S, Zhu A, Meng L, Burt JE, Du F, Liu J, Zhang G. Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area International Journal of Applied Earth Observation and Geoinformation. 49: 126-137. DOI: 10.1016/J.Jag.2016.02.002  0.394
2016 Li Y, Zhu AX, Shi Z, Liu J, Du F. Supplemental sampling for digital soil mapping based on prediction uncertainty from both the feature domain and the spatial domain Geoderma. 284: 73-84. DOI: 10.1016/J.Geoderma.2016.08.013  0.404
2016 Zeng C, Yang L, Zhu AX, Rossiter DG, Liu J, Qin C, Wang D. Mapping soil organic matter concentration at different scales using a mixed geographically weighted regression method Geoderma. 281: 69-82. DOI: 10.1016/J.Geoderma.2016.06.033  0.452
2016 Zhang SJ, Zhu AX, Liu J, Yang L, Qin CZ, An YM. An heuristic uncertainty directed field sampling design for digital soil mapping Geoderma. 267: 123-136. DOI: 10.1016/J.Geoderma.2015.12.009  0.393
2016 Jiang J, Zhu A, Qin C, Zhu T, Liu J, Du F, Liu J, Zhang G, An Y. CyberSoLIM: A cyber platform for digital soil mapping Geoderma. 263: 234-243. DOI: 10.1016/J.Geoderma.2015.04.018  0.425
2016 Liu J, Zhu AX, Qin CZ, Wu H, Jiang J. A two-level parallelization method for distributed hydrological models Environmental Modelling and Software. 80: 175-184. DOI: 10.1016/J.Envsoft.2016.02.032  0.305
2016 Lin D, Yu H, Lian F, Wang Ja, Zhu Ax, Yue Y. Quantifying the hazardous impacts of human-induced land degradation on terrestrial ecosystems: a case study of karst areas of south China Environmental Earth Sciences. 75. DOI: 10.1007/S12665-016-5903-Z  0.375
2015 Huang C, Zhang M, Zou J, Zhu AX, Chen X, Mi Y, Wang Y, Yang H, Li Y. Changes in land use, climate and the environment during a period of rapid economic development in Jiangsu Province, China. The Science of the Total Environment. 536: 173-181. PMID 26204053 DOI: 10.1016/J.Scitotenv.2015.07.014  0.313
2015 Guo S, Meng L, Zhu AX, Burt JE, Du F, Liu J, Zhang G. Data-gap filling to understand the dynamic feedback pattern of soil Remote Sensing. 7: 11801-11820. DOI: 10.3390/Rs70911801  0.417
2015 Luo W, Yu ZY, Xiao SJ, Zhu AX, Yuan LW. Exploratory method for spatio-temporal feature extraction and clustering: An integrated multi-scale framework Isprs International Journal of Geo-Information. 4: 1870-1893. DOI: 10.3390/Ijgi4041870  0.307
2015 Liu J, Duan Z, Jiang J, Zhu A. Evaluation of Three Satellite Precipitation Products TRMM 3B42, CMORPH, and PERSIANN over a Subtropical Watershed in China Advances in Meteorology. 2015: 1-13. DOI: 10.1155/2015/151239  0.325
2015 Yuan L, Yu Z, Luo W, Hu Y, Feng L, Zhu A. A Hierarchical Tensor-Based Approach to Compressing, Updating and Querying Geospatial Data Ieee Transactions On Knowledge and Data Engineering. 27: 312-325. DOI: 10.1109/Tkde.2014.2330829  0.34
2015 Yue S, Yang J, Chen M, Lu G, Zhu Ax, Wen Y. A function-based linear map symbol building and rendering method using shader language International Journal of Geographical Information Science. DOI: 10.1080/13658816.2015.1077964  0.343
2015 Yu Z, Luo W, Hu Y, Yuan L, Zhu AX, Lü G. Change detection for 3D vector data: a CGA-based Delaunay–TIN intersection approach International Journal of Geographical Information Science. DOI: 10.1080/13658816.2015.1077963  0.313
2015 Zhu AX, Zhang G, Wang W, Xiao W, Huang ZP, Dunzhu GS, Ren G, Qin CZ, 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. DOI: 10.1080/13658816.2015.1058387  0.406
2015 Du F, Zhu AX, Qi F. Interactive visual cluster detection in large geospatial datasets based on dynamic density volume visualization Geocarto International. DOI: 10.1080/10106049.2015.1073364  0.304
2015 Huang C, Shi K, Yang H, Li Y, Zhu A, Sun D, Xu L, Zou J, Chen X. Satellite observation of hourly dynamic characteristics of algae with Geostationary Ocean Color Imager (GOCI) data in Lake Taihu Remote Sensing of Environment. 159: 278-287. DOI: 10.1016/J.Rse.2014.12.016  0.343
2015 Zhou C, Chen Z, Liu Y, Li F, Cheng L, Zhu AX, Li M. Data decomposition method for parallel polygon rasterization considering load balancing Computers and Geosciences. 85: 196-209. DOI: 10.1016/J.Cageo.2015.09.003  0.315
2015 Liu K, Tang G, Jiang L, Zhu A, Yang J, Song X. Regional-scale calculation of the LS factor using parallel processing Computers & Geosciences. 78: 110-122. DOI: 10.1016/J.Cageo.2015.02.001  0.31
2015 Li R, Rui X, Zhu AX, Liu J, Band LE, Song X. Increasing detail of distributed runoff modeling using fuzzy logic in curve number Environmental Earth Sciences. 73: 3197-3205. DOI: 10.1007/S12665-014-3620-Z  0.404
2015 Wen W, Wang Y, Yang L, Liang D, Chen L, Liu J, Zhu A. Mapping soil organic carbon using auxiliary environmental covariates in a typical watershed in the Loess Plateau of China: a comparative study based on three kriging methods and a soil land inference model (SoLIM) Environmental Earth Sciences. 73: 239-251. DOI: 10.1007/S12665-014-3518-9  0.484
2015 Yang L, Huang C, Liu G, Liu J, Zhu A. Mapping soil salinity using a similarity-based prediction approach: A case study in Huanghe River Delta, China Chinese Geographical Science. 25: 283-294. DOI: 10.1007/S11769-015-0740-7  0.45
2015 Yue Y, Li J, Ye X, Wang Z, Zhu AX, Wang Ja. An EPIC model-based vulnerability assessment of wheat subject to drought Natural Hazards. 78: 1629-1652. DOI: 10.1007/S11069-015-1793-8  0.337
2015 Yue Y, Shi P, Zou X, Ye X, Zhu A, Wang J. The measurement of wind erosion through field survey and remote sensing: a case study of the Mu Us Desert, China Natural Hazards. 76: 1497-1514. DOI: 10.1007/S11069-014-1516-6  0.325
2015 Van Den Hoek J, Burnicki AC, Ozdogan M, Zhu AX. Using a pattern metric-based analysis to examine the success of forest policy implementation in Southwest China Landscape Ecology. 30: 1111-1127. DOI: 10.1007/S10980-015-0171-Y  0.58
2015 Du F, Zhu AX, Band L, Liu J. Soil property variation mapping through data mining of soil category maps Hydrological Processes. 29: 2491-2503. DOI: 10.1002/Hyp.10383  0.416
2014 Zhu A, Wang R, Qiao J, Qin C, Chen Y, Liu J, Du F, Lin Y, Zhu T. An expert knowledge-based approach to landslide susceptibility mapping using GIS and fuzzy logic Geomorphology. 214: 128-138. DOI: 10.1016/J.Geomorph.2014.02.003  0.558
2014 Behrens T, Schmidt K, Ramirez-Lopez L, Gallant J, Zhu AX, Scholten T. Hyper-scale digital soil mapping and soil formation analysis Geoderma. 213: 578-588. DOI: 10.1016/J.Geoderma.2013.07.031  0.449
2014 Liu J, Zhu A, Liu Y, Zhu T, Qin C. A layered approach to parallel computing for spatially distributed hydrological modeling Environmental Modelling and Software. 51: 221-227. DOI: 10.1016/J.Envsoft.2013.10.005  0.3
2014 Van Den Hoek J, Ozdogan M, Burnicki A, Zhu AX. Evaluating forest policy implementation effectiveness with a cross-scale remote sensing analysis in a priority conservation area of Southwest China Applied Geography. 47: 177-189. DOI: 10.1016/J.Apgeog.2013.12.010  0.589
2013 Qin C, Bao L, Zhu A, Wang R, Hu X. Uncertainty due to DEM error in landslide susceptibility mapping International Journal of Geographical Information Science. 27: 1364-1380. DOI: 10.1080/13658816.2013.770515  0.568
2013 Qin C, Bao L, Zhu A, Hu X, Qin B. Artificial surfaces simulating complex terrain types for evaluating grid-based flow direction algorithms International Journal of Geographical Information Science. 27: 1055-1072. DOI: 10.1080/13658816.2012.737920  0.315
2013 Zhu A. Fuzzy Inference of Soil Patterns: Implications for Watershed Modeling Geophysical Monograph. 108: 135-149. DOI: 10.1029/Gm108P0135  0.356
2013 Zhu A, Wang P, Zhu T, Chen L, Cai Q, Liu H. Modeling runoff and soil erosion in the Three-Gorge Reservoir drainage area of China using limited plot data Journal of Hydrology. 492: 163-175. DOI: 10.1016/J.Jhydrol.2013.03.038  0.435
2013 Liu J, Zhu A, Qin C. Estimation of theoretical maximum speedup ratio for parallel computing of grid-based distributed hydrological models Computers & Geosciences. 60: 58-62. DOI: 10.1016/J.Cageo.2013.04.030  0.327
2013 Zhang S, Zhu A, Liu W, Liu J, Yang L. Mapping Detailed Soil Property Using Small Scale Soil Type Maps and Sparse Typical Samples Chinese Geographical Science. 23: 680-691. DOI: 10.1007/S11769-013-0632-7  0.432
2013 Shangguan W, Dai Y, Liu B, Zhu A, Duan Q, Wu L, Ji D, Ye A, Yuan H, Zhang Q, Chen D, Chen M, Chu J, Dou Y, Guo J, et al. A China data set of soil properties for land surface modeling Journal of Advances in Modeling Earth Systems. 5: 212-224. DOI: 10.1002/Jame.20026  0.42
2012 Gao J, Burt JE, Zhu AX. Neighborhood size and spatial scale in raster-based slope calculations International Journal of Geographical Information Science. 26: 1959-1978. DOI: 10.1080/13658816.2012.657201  0.317
2012 Zhu A, Lark M, Minasny B, Huang Y. Entering the digital world (Pedometrics 2009) Geoderma. 171: 1-2. DOI: 10.1016/J.Geoderma.2012.01.005  0.342
2012 Qin C, Zhu A, Qiu W, Lu Y, Li B, Pei T. Mapping soil organic matter in small low-relief catchments using fuzzy slope position information Geoderma. 171: 64-74. DOI: 10.1016/J.Geoderma.2011.06.006  0.45
2012 Liu F, Geng X, Zhu A, Fraser W, Waddell A. Soil texture mapping over low relief areas using land surface feedback dynamic patterns extracted from MODIS Geoderma. 171: 44-52. DOI: 10.1016/J.Geoderma.2011.05.007  0.448
2012 Sun X, Zhao Y, Wang H, Yang L, Qin C, Zhu A, Zhang G, Pei T, Li B. Sensitivity of digital soil maps based on FCM to the fuzzy exponent and the number of clusters Geoderma. 171: 24-34. DOI: 10.1016/J.Geoderma.2011.03.016  0.363
2011 Yang L, Jiao Y, Fahmy S, Zhu A, Hann S, Burt JE, Qi F. Updating Conventional Soil Maps through Digital Soil Mapping Soil Science Society of America Journal. 75: 1044-1053. DOI: 10.2136/Sssaj2010.0002  0.421
2011 Burt JE, Zhu AX, Harrower M. Depicting classification uncertainty using perception-based color models Annals of Gis. 17: 147-153. DOI: 10.1080/19475683.2011.602024  0.313
2011 Qi F, Zhu A. Comparing three methods for modeling the uncertainty in knowledge discovery from area-class soil maps Computers & Geosciences. 37: 1425-1436. DOI: 10.1016/J.Cageo.2010.10.016  0.435
2011 Qin C, Zhu A, Pei T, Li B, Scholten T, Behrens T, Zhou C. An approach to computing topographic wetness index based on maximum downslope gradient Precision Agriculture. 12: 32-43. DOI: 10.1007/S11119-009-9152-Y  0.367
2010 Zhu A, Liu F, Li B, Pei T, Qin C, Liu G, Wang Y, Chen Y, Ma X, Qi F, Zhou C. Differentiation of soil conditions over low relief areas using feedback dynamic patterns. Soil Science Society of America Journal. 74: 861-869. DOI: 10.2136/Sssaj2008.0411  0.4
2010 Zhu A, Qi F, Moore A, Burt JE. Prediction of soil properties using fuzzy membership values Geoderma. 158: 199-206. DOI: 10.1016/J.Geoderma.2010.05.001  0.398
2010 Behrens T, Zhu A, Schmidt K, Scholten T. Multi-scale digital terrain analysis and feature selection for digital soil mapping Geoderma. 155: 175-185. DOI: 10.1016/J.Geoderma.2009.07.010  0.419
2010 Zhu A, Yang L, Li B, Qin C, Pei T, Liu B. Construction of membership functions for predictive soil mapping under fuzzy logic Geoderma. 155: 164-174. DOI: 10.1016/J.Geoderma.2009.05.024  0.418
2010 Pei T, Qin C, Zhu A, Yang L, Luo M, Li B, Zhou C. Mapping soil organic matter using the topographic wetness index: A comparative study based on different flow-direction algorithms and kriging methods Ecological Indicators. 10: 610-619. DOI: 10.1016/J.Ecolind.2009.10.005  0.431
2009 Qin C, Zhu A, Shi X, Li B, Pei T, Zhou C. Quantification of spatial gradation of slope positions Geomorphology. 110: 152-161. DOI: 10.1016/J.Geomorph.2009.04.003  0.577
2009 Ren G, Zhu A, Wang W, Xiao W, Huang Y, Li G, Li D, Zhu J. A hierarchical approach coupled with coarse DEM information for improving the efficiency and accuracy of forest mapping over very rugged terrains Forest Ecology and Management. 258: 26-34. DOI: 10.1016/J.Foreco.2009.03.043  0.411
2009 Pei T, Zhu A, Zhou C, Li B, Qin C. Detecting feature from spatial point processes using Collective Nearest Neighbor Computers, Environment and Urban Systems. 33: 435-447. DOI: 10.1016/J.Compenvurbsys.2009.08.001  0.314
2009 Liu J, Zhu A. Mapping with words: A new approach to automated digital soil survey Journal of Intelligent Systems. 24: 293-311. DOI: 10.1002/Int.V24:3  0.344
2008 Yang F, Zhu AX, Ichii K, White MA, Hashimoto H, Nemani RR. Assessing the representativeness of the AmeriFlux network using MODIS and GOES data Journal of Geophysical Research: Biogeosciences. 113. DOI: 10.1029/2007Jg000627  0.547
2008 Li B, Zhu A, Zhou C, Zhang Y, Pei T, Qin C. Automatic mapping of snow cover depletion curves using optical remote sensing data under conditions of frequent cloud cover and temporary snow Hydrological Processes. 22: 2930-2942. DOI: 10.1002/Hyp.6891  0.394
2007 Shi X, Zhu A, Burt J, Choi W, Wang R, Pei T, Li B, Qin C. An Experiment Using a Circular Neighborhood to Calculate Slope Gradient from a DEM Photogrammetric Engineering and Remote Sensing. 73: 143-154. DOI: 10.14358/Pers.73.2.143  0.597
2007 Yang F, Ichii K, White MA, Hashimoto H, Michaelis AR, Votava P, Zhu AX, Huete A, Running SW, Nemani RR. Developing a continental-scale measure of gross primary production by combining MODIS and AmeriFlux data through Support Vector Machine approach Remote Sensing of Environment. 110: 109-122. DOI: 10.1016/J.Rse.2007.02.016  0.593
2007 Li Y, Chen D, White RE, Zhu A, Zhang J. Estimating soil hydraulic properties of Fengqiu County soils in the North China Plain using pedo-transfer functions Geoderma. 138: 261-271. DOI: 10.1016/J.Geoderma.2006.11.018  0.369
2006 Li B, Zhu A, Zhang Y, Pei T, Qin C, Zhou C. Glacier change over the past four decades in the middle Chinese Tien Shan Journal of Glaciology. 52: 425-432. DOI: 10.3189/172756506781828557  0.321
2006 Yang F, White MA, Michaelis AR, Ichii K, Hashimoto H, Votava P, Zhu AX, Nemani RR. Prediction of continental-scale evapotranspiration by combining MODIS and AmeriFlux data through support vector machine Ieee Transactions On Geoscience and Remote Sensing. 44: 3452-3461. DOI: 10.1109/Tgrs.2006.876297  0.571
2006 Roth RE, Zhu A, Holbus E, Papez J, Quan J. An Automated Approach to Site Selection for Ecological Restoration in Fragmented Landscapes Annals of Gis: Geographic Information Sciences. 12: 98-105. DOI: 10.1080/10824000609480623  0.367
2006 Smith MP, Zhu A, Burt JE, Stiles C. The effects of DEM resolution and neighborhood size on digital soil survey Geoderma. 137: 58-69. DOI: 10.1016/J.Geoderma.2006.07.002  0.428
2006 Qi F, Zhu AX, Harrower M, Burt JE. Fuzzy soil mapping based on prototype category theory Geoderma. 136: 774-787. DOI: 10.1016/J.Geoderma.2006.06.001  0.424
2005 Li W, Zhang C, Burt JE, Zhu A. A markov chain-based probability vector approach for modeling spatial uncertainties of soil classes Soil Science Society of America Journal. 69: 1931-1941. DOI: 10.2136/Sssaj2004.0258A  0.442
2003 Qi F, Zhu A. Knowledge discovery from soil maps using inductive learning International Journal of Geographical Information Science. 17: 771-795. DOI: 10.1080/13658810310001596049  0.429
2002 Shi X, Zhu A. A case-based reasoning approach to fuzzy soil mapping Soil Science Society of America Journal. 68: 885-894. DOI: 10.2136/Sssaj2004.8850  0.574
2000 Zhu AX. Mapping soil landscape as spatial continua: The neural network approach Water Resources Research. 36: 663-677. DOI: 10.1029/1999WR900315  0.304
1999 Zhu AX. A personal construct-based knowledge acquisition process for natural resource mapping International Journal of Geographical Information Science. 13: 119-141. DOI: 10.1080/136588199241382  0.403
1997 Zhu AX, Band L, Vertessy R, Dutton B. Derivation of soil properties using a soil land inference model (SoLIM) Soil Science Society of America Journal. 61: 523-533. DOI: 10.2136/Sssaj1997.03615995006100020022X  0.422
1997 Zhu AX. A similarity model for representing soil spatial information Geoderma. 77: 217-242. DOI: 10.1016/S0016-7061(97)00023-2  0.426
1997 Zhu AX. Measuring uncertainty in class assignment for natural resource maps under fuzzy logic Photogrammetric Engineering and Remote Sensing. 63: 1195-1202.  0.331
1996 Zhu AX, Band LE, Dutton B, Nimlos TJ. Automated soil inference under fuzzy logic Physiological and Molecular Plant Pathology. 48: 123-145. DOI: 10.1016/0304-3800(95)00161-1  0.426
1994 Zhu AX, Band LE. A Knowledge-based approach to data integration for soil mapping Canadian Journal of Remote Sensing. 20: 408-418. DOI: 10.1080/07038992.1994.10874583  0.403
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