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ORCIDNi-Bin Chang
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- affiliation: University of Central Florida, Orlando, USA
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2020 – today
- 2023
[j44]Wei Zhang
, Andrea Valencia, Ni-Bin Chang:
Synergistic Integration Between Machine Learning and Agent-Based Modeling: A Multidisciplinary Review. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2170-2190 (2023)- [j43]Wei Zhang, Andrea Valencia, Ni-Bin Chang:
Fingerprint Networked Reinforcement Learning via Multiagent Modeling for Improving Decision Making in an Urban Food-Energy-Water Nexus. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4324-4338 (2023) - 2022
- [j42]Zhibin Sun, Ni-Bin Chang, Chi-Farn Chen, Wei Gao:
Lake algal bloom monitoring via remote sensing with biomimetic and computational intelligence. Int. J. Appl. Earth Obs. Geoinformation 113: 102991 (2022) - [j41]B. Kushan Aravinda Bellanthudawa, Ni-Bin Chang:
Spectral index-based time series analysis of canopy resistance and resilience in a watershed under intermittent weather changes. Ecol. Informatics 69: 101666 (2022) - 2021
- [j40]Xiaoli Wei, Kaixu Bai, Ni-Bin Chang, Wei Gao:
Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event. Int. J. Appl. Earth Obs. Geoinformation 102: 102366 (2021) - [j39]B. Kushan Aravinda Bellanthudawa, Ni-Bin Chang:
Hurricane Irma impact on biophysical and biochemical features of canopy vegetation in the Santa Fe River Basin, Florida. Int. J. Appl. Earth Obs. Geoinformation 102: 102427 (2021) - [j38]Zhibin Sun, Ni-Bin Chang, Chi-Farn Chen, Chandan Mostafiz, Wei Gao:
Ensemble Learning via Higher Order Singular Value Decomposition for Integrating Data and Classifier Fusion in Water Quality Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3345-3360 (2021) - 2020
- [j37]Xiaoli Wei, Ni-Bin Chang, Kaixu Bai:
A Comparative Assessment of Multisensor Data Merging and Fusion Algorithms for High-Resolution Surface Reflectance Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4044-4059 (2020)
2010 – 2019
- 2019
- [j36]Ni-Bin Chang, Xiaoli Wei, Chandan Mostafiz, Y. Jeffrey Yang, Jeri Weiss, Marcel Belavel:
Reconstruction of sea-land interactions between terrestrial vegetation cover and water quality constituents in the Mattapoisett Harbor area during the 1991 Hurricane Bob event. Int. J. Appl. Earth Obs. Geoinformation 83 (2019) - [j35]Abdelhamid Iratni, Ni-Bin Chang:
Advances in control technologies for wastewater treatment processes: status, challenges, and perspectives. IEEE CAA J. Autom. Sinica 6(2): 337-363 (2019) - [c18]Jiawei Lu, Ni-Bin Chang, Yuanqing Huang, Yingshi Xie, Jing Hai:
Developing a Cyber-Physical System for Promoting Green Engineering of Solid Waste Incineration. ICNSC 2019: 57-62 - 2018
- [j34]Chandan Mostafiz, Ni-Bin Chang:
Tasseled cap transformation for assessing hurricane landfall impact on a coastal watershed. Int. J. Appl. Earth Obs. Geoinformation 73: 736-745 (2018) - [j33]Justin Joyce, Ni-Bin Chang, Rahim Harji, Thomas Ruppert:
Coupling infrastructure resilience and flood risk assessment via copulas analyses for a coastal green-grey-blue drainage system under extreme weather events. Environ. Model. Softw. 100: 82-103 (2018) - [j32]Ni-Bin Chang, Kaixu Bai, Sanaz Imen, Chi-Farn Chen, Wei Gao:
Multisensor Satellite Image Fusion and Networking for All-Weather Environmental Monitoring. IEEE Syst. J. 12(2): 1341-1357 (2018) - [j31]Sanaz Imen, Ni-Bin Chang, Y. Jeffrey Yang, Arash Golchubian:
Developing a Model-Based Drinking Water Decision Support System Featuring Remote Sensing and Fast Learning Techniques. IEEE Syst. J. 12(2): 1358-1368 (2018) - [j30]Qi Lu, Ni-Bin Chang, Justin Joyce, Albert S. Chen, Dragan A. Savic, Slobodan Djordjevic, Guangtao Fu:
Exploring the potential climate change impact on urban growth in London by a cellular automata-based Markov chain model. Comput. Environ. Urban Syst. 68: 121-132 (2018) - [c17]Jiawei Lu, Ni-Bin Chang, Feng Zhu, Jing Hai, Li Liao:
Smart and green urban solid waste collection system for differentiated collection with integrated sensor networks. ICNSC 2018: 1-5 - 2017
- [j29]Ni-Bin Chang, Dan Wen:
Enhanced resilience and resistance assessment with virtual ecoexergy for a subtropical lake ecosystem under the intermittent impact of hurricanes and droughts. Ecol. Informatics 39: 68-83 (2017) - [j28]Justin Joyce, Ni-Bin Chang, Rahim Harji, Thomas Ruppert, Sanaz Imen:
Developing a multi-scale modeling system for resilience assessment of green-grey drainage infrastructures under climate change and sea level rise impact. Environ. Model. Softw. 90: 1-26 (2017) - [j27]Jiawei Lu, Ni-Bin Chang, Li Liao, Meng-Ying Liao:
Smart and Green Urban Solid Waste Collection Systems: Advances, Challenges, and Perspectives. IEEE Syst. J. 11(4): 2804-2817 (2017) - [c16]Ni-Bin Chang, Chandan Mostafiz, Zhibin Sun, Wei Gao, Chi-Farn Chen:
Developing a prototype satellite-based cyber-physical system for smart wastewater treatment. ICNSC 2017: 339-344 - 2016
- [j26]Chi-Farn Chen, Va-Khin Lau, Ni-Bin Chang, Nguyen Thanh Son, Phuoc-Hoang-Son Tong, Shou-Hao Chiang:
Multi-temporal change detection of seagrass beds using integrated Landsat TM/ETM +/OLI imageries in Cam Ranh Bay, Vietnam. Ecol. Informatics 35: 43-54 (2016) - [j25]Carolina Doña, Ni-Bin Chang, Vicente Caselles, Juan Manuel Sánchez, Lluís Pérez-Planells, Maria del Mar Bisquert, Vicente García-Santos, Sanaz Imen, Antonio Camacho:
Monitoring Hydrological Patterns of Temporary Lakes Using Remote Sensing and Machine Learning Models: Case Study of La Mancha Húmeda Biosphere Reserve in Central Spain. Remote. Sens. 8(8): 618 (2016) - [j24]Ni-Bin Chang, Ratnesh Kumar, Gary G. Yen, Chi-Hsu Wang:
Guest Editorial: Special Issue on "Cyber-Innovated Environmental Sensing, Monitoring, and Modeling for Sustainability". IEEE Syst. J. 10(3): 1236-1238 (2016) - [j23]Kaixu Bai, Ni-Bin Chang, Chi-Farn Chen:
Spectral Information Adaptation and Synthesis Scheme for Merging Cross-Mission Ocean Color Reflectance Observations From MODIS and VIIRS. IEEE Trans. Geosci. Remote. Sens. 54(1): 311-329 (2016) - [c15]Sanaz Imen, Ni-Bin Chang:
Developing a cyber-physical system for smart and sustainable drinking water infrastructure management. ICNSC 2016: 1-6 - 2015
- [j22]Ni-Bin Chang, Golam Mohiuddin, A. James Crawford, Kaixu Bai, Kang-Ren Jin:
Diagnosis of the artificial intelligence-based predictions of flow regime in a constructed wetland for stormwater pollution control. Ecol. Informatics 28: 42-60 (2015) - [j21]Nguyen Thanh Son, Chi-Farn Chen, Ni-Bin Chang, Cheng-Ru Chen, Ly-Yu Chang, Bui-Xuan Thanh:
Mangrove Mapping and Change Detection in Ca Mau Peninsula, Vietnam, Using Landsat Data and Object-Based Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(2): 503-510 (2015) - [j20]Ni-Bin Chang, Kaixu Bai, Chi-Farn Chen:
Smart Information Reconstruction via Time-Space-Spectrum Continuum for Cloud Removal in Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 1898-1912 (2015) - [c14]Ni-Bin Chang, Sanaz Imen:
Improving the control of water treatment plant with remote sensing-based water quality forecasting model. ICNSC 2015: 51-57 - [c13]Yahui Di, Wei Ding, Yang Mu, David L. Small, Shafiqul Islam, Ni-Bin Chang:
Developing machine learning tools for long-lead heavy precipitation prediction with multi-sensor data. ICNSC 2015: 63-68 - [c12]Ni-Bin Chang, Sanaz Imen:
Multi-sensor Acquisition, Data Fusion, Criteria Mining and Alarm Triggering for Decision Support in Urban Water Infrastructure Systems. SMC 2015: 539-544 - 2014
- [j19]Ni-Bin Chang, Benjamin Vannah, Y. Jeffrey Yang:
Comparative Sensor Fusion Between Hyperspectral and Multispectral Satellite Sensors for Monitoring Microcystin Distribution in Lake Erie. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2426-2442 (2014) - [j18]Chi-Farn Chen, Miguel Conrado Valdez, Ni-Bin Chang, Li-Yu Chang, Pei-Yao Yuan:
Monitoring Spatiotemporal Surface Soil Moisture Variations During Dry Seasons in Central America With Multisensor Cascade Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(11): 4340-4355 (2014) - [c11]Lee G. Mullon, Ni-Bin Chang, Sanaz Imen, Y. Jeffrey Yang:
Forecasting precipitation from multi-platform remote sensing systems using wavelet-based neural network models. ICNSC 2014: 584-589 - [c10]Ni-Bin Chang, A. James Crawford, Golam Mohiuddin:
Flow measurements with a cross-type Automatic Pulse Tracer Velocimeter (APTV) in heterogeneous environments. ICNSC 2014: 643-648 - [c9]Ni-Bin Chang, Sanaz Imen, L. Mullen, Chi-Farn Chen, Miguel Conrado Valdez, J. Yang:
Multisensor analysis of teleconnection signals in relation to terrestrial precipitation and forest greenness in North and Central America. ICNSC 2014: 649-654 - [c8]Sanaz Imen, Ni-Bin Chang, Y. J. Yang:
Spatiotemporal monitoring of TOC concentrations in lake mead with a near real-time multi-sensor network. SMC 2014: 3407-3412 - 2013
- [j17]Chi-Farn Chen, Nguyen Thanh Son, Ni-Bin Chang, Cheng-Ru Chen, Ly-Yu Chang, Miguel Conrado Valdez, Gustavo Centeno, Carlos Alberto Thompson, Jorge Luis Aceituno:
Multi-Decadal Mangrove Forest Change Detection and Prediction in Honduras, Central America, with Landsat Imagery and a Markov Chain Model. Remote. Sens. 5(12): 6408-6426 (2013) - [c7]Ni-Bin Chang, Benjamin Vannah:
Intercomparisons between empirical models with data fusion techniques for monitoring water quality in a large lake. ICNSC 2013: 258-263 - [c6]Ni-Bin Chang, Zhemin Xuan:
Monitoring nutrient concentrations in Tampa Bay with MODIS images and machine learning models. ICNSC 2013: 702-707 - [c5]Ni-Bin Chang, Benjamin Vannah:
Comparative Data Fusion between Genetic Programing and Neural Network Models for Remote Sensing Images of Water Quality Monitoring. SMC 2013: 1046-1051 - 2012
- [j16]Ni-Bin Chang, Natthaphon Prapinpongsanone, Andrew Ernest:
Optimal sensor deployment in a large-scale complex drinking water network: Comparisons between a rule-based decision support system and optimization models. Comput. Chem. Eng. 43: 191-199 (2012) - 2011
- [j15]Zhiqiang Gao, Wei Gao, Ni-Bin Chang:
Integrating temperature vegetation dryness index (TVDI) and regional water stress index (RWSI) for drought assessment with the aid of LANDSAT TM/ETM+ images. Int. J. Appl. Earth Obs. Geoinformation 13(3): 495-503 (2011) - [j14]Zhandong Sun, Ni-Bin Chang, Christian Opp, Thomas Hennig:
Evaluation of ecological restoration through vegetation patterns in the lower Tarim River, China with MODIS NDVI data. Ecol. Informatics 6(2): 156-163 (2011) - [j13]Ni-Bin Chang, Natthaphon P. Pongsanone, Andrew Ernest:
Comparisons between a rule-based expert system and optimization models for sensor deployment in a small drinking water network. Expert Syst. Appl. 38(8): 10685-10695 (2011) - 2010
- [j12]Ni-Bin Chang:
Advances of ecological remote sensing under global change. Ecol. Informatics 5(5): 317 (2010) - [j11]Zhiqiang Gao, Wei Gao, Ni-Bin Chang:
Detection of Multidecadal Changes in UVB and Total Ozone Concentrations over the Continental US with NASA TOMS Data and USDA Ground-Based Measurements. Remote. Sens. 2(1): 262-277 (2010)
2000 – 2009
- 2009
- [j10]Xiaobing Zhou, Ni-Bin Chang, Shusun Li:
Applications of SAR Interferometry in Earth and Environmental Science Research. Sensors 9(3): 1876-1912 (2009) - 2007
- [j9]Jeng-Chung Chen, Ni-Bin Chang:
Mining the fuzzy control rules of aeration in a Submerged Biofilm Wastewater Treatment Process. Eng. Appl. Artif. Intell. 20(7): 959-969 (2007) - 2006
- [c4]Ni-Bin Chang:
AAIEPESE Keynote: Artificial Intelligence and Environmental Systems Engineering. SEKE 2006: 613-618 - 2004
- [j8]Chia-Chin Wu, Ni-Bin Chang:
Corporate optimal production planning with varying environmental costs: A grey compromise programming approach. Eur. J. Oper. Res. 155(1): 68-95 (2004) - [c3]Ammarin Daranpob, Ni-Bin Chang, Mark Beaman, Chris Wyatt:
Soil moisture analysis using RADARSAT satellite image in the Choke Canyon Reservoir Watershed, South Texas. IGARSS 2004: 3515-3518 - [c2]Kai-Yu Jeng, Ni-Bin Chang:
Assessing biogenic emission impact on the ground-level ozone concentration by remote sensing and numerical model. IGARSS 2004: 4610-4613 - [c1]Ammarin Daranpob, Ni-Bin Chang, Mark Beaman, Qian Du, Chris Wyatt:
Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns. IGARSS 2004: 4873-4876 - 2003
- [j7]Chia-Chin Wu, Ni-Bin Chang:
Global strategy for optimizing textile dyeing manufacturing process via GA-based grey nonlinear integer programming. Comput. Chem. Eng. 27(6): 833-854 (2003) - [j6]Chia-Chin Wu, Ni-Bin Chang:
Grey input-output analysis and its application for environmental cost allocation. Eur. J. Oper. Res. 145(1): 175-201 (2003) - 2002
- [j5]W. C. Chen, Ni-Bin Chang, Jeng-Chung Chen:
GA-based fuzzy neural controller design for municipal incinerators. Fuzzy Sets Syst. 129(3): 343-369 (2002) - 2000
- [j4]Ni-Bin Chang, Y. L. Wei:
Siting recycling drop-off stations in urban area by genetic algorithm-based fuzzy multiobjective nonlinear integer programming modeling. Fuzzy Sets Syst. 114(1): 133-149 (2000)
1990 – 1999
- 1999
- [j3]Ni-Bin Chang, S. C. Yeh, G. C. Wu:
Stability analysis of grey compromise programming and its application to watershed land-use planning. Int. J. Syst. Sci. 30(6): 571-589 (1999) - 1997
- [j2]Ni-Bin Chang, Y. L. Chen, S. F. Wang:
A fuzzy interval multiobjective mixed integer programming approach for the optimal planning of solid waste management systems. Fuzzy Sets Syst. 89(1): 35-60 (1997) - 1996
- [j1]Ni-Bin Chang, Y. L. Chen, H. H. Yong:
A fuzzy goal regression model for the construction cost estimation of municipal waste incinerators. Int. J. Syst. Sci. 27(5): 433-445 (1996)
Coauthor Index
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