朱宏杰
-0001/11/30
        
Email:honejay@mail.ncku.edu.tw
Email2:honejaychu@gmail.com
電話:06-2757575 ext.63827
傳真:06-2375764
辦公室/研究室:55321
學歷:國立交通大學-土木工程博士 輔修資訊管理所
經歷:國立成功大學測量及空間資訊學系副教授 (now)
國立成功大學測量及空間資訊學系助理教授(2011~2016)
國立台灣大學-生物環境系統工程系-博士後研究員 (2008/8~2011/1)

指導學生
參加第三屆全國SuperGIS地理資訊應用創意大賽第一名
參加第二屆全國大專自發性地理資訊創意競賽 第三名
2016台灣地理資訊學會年會暨學術研討會學生論文獎

擔任國內外期刊論文審查委員:
ISPRS International Journal of Geo-Information
MPDI/Remote Sensing

中華民國航空及遙感探測學會期刊
地理學報
專長:空間資訊系統分析(Spatial analysis)
資料科學(Data science)
空間統計 (Spatial statistics)
環境資源管理(Environmental management)
地下水資源管理(Groundwater management)
土地使用變遷(Land use change)
授課項目:地理資訊系統應用(GIS application)
空間環境資料分析與模式(Spatial Environmental Data Analysis and Model)
開放資料與智慧生活
個人網站:http://siaim.geomatics.ncku.edu.tw/
個人網站2:https://www.researchgate.net/profile/Hone_Jay_Chu
個人介紹:

Hone-Jay Chu received Ph.D. from NCTU (2008). His research work involved artificial intelligence and optimization for water resource management. During his post-doc (2008-2011), Dr. Chu worked with Prof. YP Lin on the issue of understanding the pros and cons for the spatial environmental monitoring. They have extended the research goal to improve the performance of the land use change model. From 2011, he joined the Department of Geomatics, National Cheng Kung University as an assistant professor. His works include aiming to spatial information for cases such as air pollution, land use/ cover change, landslide detection, historical image registration, and other GIS applications.

2011/ 10 Asian Conference on Remote Sensing(ACRS) 2011 chairman of Flood and Vegetation Restoration Session
2013 MMT chairman of Positioning Orientation System
2014/ 6 Student paper competition committee member in the 22nd International Conference on Geoinformatics


We are interested to generate space-time insights from remote sensing, big  data and open data for environment, and daily life. 
Our current research covers four key themes: 1. Environmental Resilience,  2. Human Mobility, 3. Health, 4. Business Intelligence.


Please feel free to send me any thoughts and comments that you want to share with me.

H.J. Chu and Chen, Crowdsourcing photograph locations for debris flow hot spot mapping, Natural Hazards. link

H.J. Chu, Kong, S. J., & Chang, C. H. (2018). Spatio-temporal water quality mapping from satellite images using geographically and temporally weighted regression.International Journal of  Applied Earth Observation and Geoinformation65, 1-11.

H.J. Chu et al. 2017, Historic Low Wall Detection via Topographic Parameter Images Derived from Fine-resolution DEM, ISPRS Int. J. Geo-Inf. 2017 6(11), 346 link

H.J. Chu, Lin, Yu, T.C. Chan, 2016, Minimal spatial variability of healthcare spatial accessibility- the case of a dengue fever outbreak, International Journal of Environmental Research and Public Health 13(12), 1235 .

H.J. Chu*, C.K. Wang, S.J. Kong, K.C. Chen, 2016, Integration of Full-waveform LiDAR and Hyperspectral Data to Enhance Tea and Areca Classification, GIScience & Remote Sensing, 53 (4), 542-559  

朱宏杰曾義星江凱偉, 2016, 導入專業測繪成果於開放街圖航測及遙測學刊 link

Mergili, M., Krenn, J., H.J. Chu, 2015, r. randomwalk v1. 0, a multi-functional conceptual tool for mass movement routing. Geoscientific Model Development 8(12), 4027-4043.  

H.J. Chu, B. Huang, C.Y. Lin, 2015, Modeling the spatio-temporal heterogeneity in the PM10-PM2.5 relationship, Atmospheric Environment, 102:176-182. 

Y.H. Tseng, C.K. Wang, H.J. Chu *, Y.C. Hung, 2015, Waveform-based point cloud classification in land-cover identification, International Journal of Applied Earth Observation and Geoinformation, 34, 78-88. (Impact factor: 3.470; Rank 3th/28 in remote sensing in 2014, SCI) 

H.J. Chu*, C.K. Wang, M.L. Huang, C.C. Lee, C.Y. Liu, C.C. Lin, 2014, Effect of point density and interpolation of LiDAR-derived high-resolution DEMs on landscape scarp identification, GIScience and Remote Sensing, 51(6), 731-747

F.J. Jao, H.J. Chu*, and Y.H. Tseng, 2014, Historical Image Registration and Land-Use Land-Cover Change Analysis, Environments, 1(2), 181-189

Y.M. Kuo, H.J. Chu*, T.Y. Pan, 2014, Temporal Precipitation Estimation from nearby Radar Reflectivity using Dynamic Factor Analysis in the Mountainous Watershed- a case during Typhoon Morakot, Hydrological Processes, 28(3), 999–1008. .

C.K. Wang, Y.H. Tseng, H.J. Chu*, 2014, Airborne Dual-Wavelength LiDAR Data for Classifying Land Cover, Remote Sensing6(1), 700-715. 

朱宏杰、巫燁棋、蔡光哲:結合智慧手機與Kinect 之跌倒偵測監控平台開發,  國土測繪與空間資訊; 4:2 2016.07; 頁87-101

https://www.youtube.com/watch?v=mybBvDwH2y0

H.J. Chu, 2014, Spatiotemporal analysis of vegetation index after typhoons in the mountainous watershed, International Journal of Applied Earth Observation and Geoinformation, 28, 20–27.

Y.M. Kuo, H.J. Chu*, T.Y. Pan, 2014, Temporal Precipitation Estimation from nearby Radar Reflectivity using Dynamic Factor Analysis in the Mountainous Watershed- a case during Typhoon Morakot, Hydrological Processes, 28(3), 999–1008.
H.J. Chu, R.A. Chen, Y.H. Tseng, C.K. Wang, 2014, Identifying LiDAR sample uncertainty on terrain features from DEM simulation, Geomorphology, 204, 325–333.
C.K. Wang, Y.H. Tseng, H.J. Chu*, 2014, Airborne Dual-Wavelength LiDAR Data for Classifying Land Cover, Remote Sensing, 6(1), 700-715
H-J Chu, T-C Chan, F-J Jao, 2013, GIS-aided Planning of Insecticide Spraying to Control Dengue Transmission, International Journal of Health Geographics, 12:42
H.-J Chu,. Tsai, G.-J., Chiang, K.-W., Duong, T.-T., 2013, GPS/MEMS INS Data Fusion and Map Matching in Urban Areas. Sensors, 13, 11280-11288. pdf.jpg
H.-J. Chu*, C-Y Liu, C-K Wang, 2013, Identifying the Relationships of Water Quality and Land Cover Changes in the Tseng-Wen Reservoir Watershed of Taiwan, International Journal of Environmental Research and Public Health, 10(2), 478-489
H.-J. Chu, C.-F. Wu, Y.P. Lin, 2013, Incorporating spatial autocorrelation with neural networks in empirical land-use change models. Environment and Planning B, 40(3), 384-404
Lin, Y.-P., N.-M. Hong, L.-C. Chiang, Y.-L. Liu, H.-J. Chu, 2012, Adaptation of land-use demands to the impact of climate change on the hydrological processes of an urbanized watershed, International Journal of Environmental Research and Public Health. 2012, 9, 4083-4102
莊昀、陳冠宇、朱宏杰、避難救災空間資訊系統之整合與開發,地理資訊系統季刊6(3), 33-37, 2012 link.jpg
H.J. Chu, TY Pan, J.J. Liou, 2012, Change-Point Detection of Long-Duration Extreme Precipitation and the Effect on Hydrologic Design: A Case Study of South Taiwan, Stochastic Environmental Research and Risk Assessment, 26 (8), 1123-1130.
H.L. Yu and H.J. Chu*, 2012, Recharge signal identification based on groundwater level observations, Environmental Monitoring and Assessment, 184 (10), 5971-5982. link.jpg
HJ Chu*, 2012, Assessing the relationship between elevation and extreme precipitation with various durations in southern Taiwan using spatial regression models, Hydrological Processes, 26 ( 21), 3174–3181. link.jpg
H.J. Chu, CY Lin, CJ Liau, YM Kuo, 2012, Identifying Controlling Factors of Ground-level Ozone Levels over Southwestern Taiwan Using a Decision Tree, Atmospheric Environment, 60, 142–152.
Wang, Y.C., Y.P. Lin, C.W. Huang, Li-Chi Chiang, H.J. Chu, W.S. Ou , 2012. A system dynamic model and sensitivity analysis for simulating domestic pollution removal in a free water surface constructed wetland, Water, Air, & Soil Pollution 223, (5), 2719-2742.
H.J. Chu, HL Yu, Y.M. Kuo, 2012, Identifying spatial mixture distributions of PM2.5 and PM10 in Taiwan during and after a dust storm, Atmospheric Environment. 54, 728-737.
L.C. Chang, H.J. Chu*, C.T. Hsiao, 2012. Integration of Optimal Dynamic Control and Neural Network for Groundwater Quality Management, Water Resources Management. 26, 5, 1253-1269
H.J. Chu, C.J. Liau, C.H. Lin, B.S. Su, 2012, Integration of fuzzy cluster analysis and kernel density estimation for tracking typhoon trajectories in the Taiwan region, Expert systems with applications, 39 (10), 9451–9457
Y.M. Kuo, H.J. Chu*, TY Pan, H.L. Yu, 2011. Investigating common trends of annual maximum rainfalls during heavy rainfall events in southern Taiwan, Journal of Hydrology 409 (3-4) 749-758
Y.P. Lin, C.R. Chang, H.J. Chu*, B.Y. Cheng, 2011. Identifying the spatial mixture distribution of bird diversity across urban and suburban areas in the metropolis: a case study in Taipei Basin of Taiwan, Landscape and Urban Planning, 102, 3: 156-163(工學院優質論文獎助).
C.F. Wu , C.H. Lai , H.J. Chu , W.H. Lin , 2011, Evaluating and Mapping of Spatial Air Ion Quality Patterns in a Residential Garden Using a Geostatistic Method. International Journal of Environmental Research and Public Health. 8(6):2304-2319.
H.J. Chu, T.Y. Pan, J.J. Liou, 2011, Extreme Precipitation Estimation with Typhoon Morakot Using Frequency and Spatial Analysis, Terrestrial, Atmospheric and Oceanic Sciences 22, (6), 549-558.
Y.P. Lin, B.Y. Cheng, H.J. Chu*, T.K. Chang, 2011, Assessing how heavy metal pollution and human activity are related by using logistic regressions and kriging methods. Geoderma 163 (3-4), 275-282.
Wei-Ta Fang, K. Douglas Loh, Hone-Jay Chu and Bai-You Cheng. 2011. Applying Artificial Neural Network on Modelling Waterbird Diversity in Irrigation Ponds of Taoyuan, Taiwan, Artificial Neural Networks - Application, Chi Leung Patrick Hui (Ed.), ISBN: 978-953-307-188-6, InTech
Y.P. Lin , H.J.Chu* , C.F. Wu , T.K. Chang, C.Y. Chen. 2011. Hotspot Analysis of Spatial Environmental Pollutants Using Kernel Density Estimation and Geostatistical Techniques. International Journal of Environmental Research and Public Health. 8(1):75-88.
Y.P. Lin, H.J. Chu, Y.L. Huang, C.H. Tang, S. Rouhani, 2010, Monitoring and Identification of Spatiotemporal Landscape Changes in Multiple Remote Sensing Images by Using a Stratified Conditional Latin Hypercube Sampling Approach and geostatistical simulation. Environmental Monitoring and Assessment (Impact factor: 1.356; Rank 105th/180 in Environmental Sciences in 2009, SCI) (Published online). DOI: 10.1007/s10661-010-1639-5
Y.P. Lin, H.J. Chu*, C.F. Wu, 2010, Spatial pattern analysis of landslide using landscape metrics and logistic regression: a case study in central Taiwan. Hydrology and Earth System Sciences Discussion 7, 3423-3451, 2010 (Hydrology and Earth System Sciences, Impact factor: 2.462; Rank 2th/65 in Water Resources in 2009, SCI).
H.J. Chu, Y.P. Lin, C.S. Jang , T.K. Chang, 2010, Delineating the hazard zone of multiple soil pollutants by multivariate indicator kriging and conditioned Latin hypercube sampling, Geoderma 158 (2010) 242–251 (Impact factor: 2.068; Rank 6th/31 in Soil Science in 2008, SCI).
H.J. Chu, Y.P. Lin, C.W. Huang, C.Y. Hsu, H.Y. Chen, 2010, Modeling the Hydrologic Effect of Dynamic Land Use Change using a Distributed Hydrologic Model and a Spatial Land-use Allocation Model, Hydrological Processes. 24 (18), 2538–2554. (Impact factor: 2.002; Rank 7th/60 in Water Resources in 2008, SCI).
Y.P. Lin, H.J. Chu*, Y.L. Huang, B.Y. Cheng, T.K. Chang, 2011, Modeling Spatial Uncertainty of Heavy Metal Content in Soil by Conditional Latin Hypercube Sampling and Geostatistical Simulation, Environmental Earth Sciences. 62 (2), 299-311 (Impact factor: 1.026; Rank 32th/60 in Water Resources in 2008, SCI).
Y.P. Lin, H.J. Chu, C.F. Wu, P. H. Verburg, 2011, Predictive ability of logistic regression, auto-logistic regression and neural network models in empirical land-use change modeling - a case study, International Journal of Geographical Information Science. (Impact factor: 1.596; Rank 39th/99 in Computer science, information systems in 2008, SCI). 25 (1), 65–87. DOI: 10.1080/13658811003752332.
H.J. Chu, L.C. Chang, 2010, Optimizing capacity-expansion planning of groundwater supply system between cost and subsidence, ASCE's Journal of Hydrologic Engineering. Vol.15, No.8, 632-641 (Impact factor: 1.089; Rank 26/ 106 in civil engineering in 2009, SCI).
H.J. Chu, Y.P. Lin, C.F. Wu, 2010, Forecasting Space-Time Land Use Change in the Paochiao Watershed of Taiwan Using Demand Estimation and Empirical Simulation Approaches, Lecture Notes in Computer Science 6016: 116-130 (2005 SCI) (EI)
H.L. Yu, H.J. Chu*, 2010, Understanding Space-time Patterns of Groundwater Systems by Empirical Orthogonal Functions: a case study in the Choshui River Alluvial Fan, Taiwan, Journal of Hydrology. 381 (3-4), 239-247. (Impact factor: 2.433; Rank 3/ 106 in civil engineering in 2009, SCI).