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2020

Algorithm Design Based on Derived Operation Rules for a System of Reservoirs in Parallel

Zhao, Q., Cai, X. & Li, Y., May 1 2020, In : Journal of Water Resources Planning and Management. 146, 5, 04020024.

Research output: Contribution to journalArticle

Comparative Study of AI-Based Methods—Application of Analyzing Inflow and Infiltration in Sanitary Sewer Subcatchments

Zhang, Z., Laakso, T., Wang, Z., Pulkkinen, S., Ahopelto, S., Virrantaus, K., Li, Y., Cai, X., Zhang, C., Vahala, R. & Sheng, Z., Aug 3 2020, In : Sustainability. 12, 15, 6254.

Research output: Contribution to journalArticle

Open Access

Development of reservoir operation functions in SWAT+ for national environmental assessments

Wu, J., Yen, H., Arnold, J. G., Yang, Y. C. E., Cai, X., White, M. J., Santhi, C., Miao, C. & Srinivasan, R., Apr 2020, In : Journal of Hydrology. 583, 124556.

Research output: Contribution to journalArticle

Feedback Between Reservoir Operation and Floodplain Development: Implications for Reservoir Benefits and Beneficiaries

Wallington, K. & Cai, X., Apr 1 2020, In : Water Resources Research. 56, 4, e24524.

Research output: Contribution to journalArticle

Impacts of land use change and elevated CO2 on the interannual variations and seasonal cycles of gross primary productivity in China

Jia, B., Luo, X., Cai, X., Jain, A., Huntzinger, D. N., Xie, Z., Zeng, N., Mao, J., Shi, X., Ito, A., Wei, Y., Tian, H., Poulter, B., Hayes, D. & Schaefer, K., Mar 9 2020, In : Earth System Dynamics. 11, 1, p. 235-249 15 p.

Research output: Contribution to journalArticle

Open Access

Machine learning based estimation of land productivity in the contiguous US using biophysical predictors

Yang, P., Zhao, Q. & Cai, X., Jul 2020, In : Environmental Research Letters. 15, 7, 074013.

Research output: Contribution to journalArticle

Open Access

Modeling Framework for Reservoir Capacity Planning Accounting for Fish Migration

Xu, Z., Yang, Z., Cai, X., Yin, X. & Cai, Y., Mar 1 2020, In : Journal of Water Resources Planning and Management. 146, 3, 04020006.

Research output: Contribution to journalArticle

New Considerations for a Reservoir Capacity Optimizer That Accounts for Failure Risks

Celeste, A. B., Cai, X., Ponnambalam, K. & Zhao, Q., May 1 2020, In : Journal of Water Resources Planning and Management. 146, 5, 06020003.

Research output: Contribution to journalArticle

Optimizing Operating Rules for a Reservoir System in Northern China Considering Ecological Flow Requirements and Water Use Priorities

Wang, Z., Zhang, L., Cheng, L., Liu, K., Ye, A. & Cai, X., Jul 1 2020, In : Journal of Water Resources Planning and Management. 146, 7, 04020051.

Research output: Contribution to journalArticle

Potential future changes of terrestrial water storage based on climate projections by ensemble model simulations

Jia, B., Cai, X., Zhao, F., Liu, J., Chen, S., Luo, X., Xie, Z. & Xu, J., Aug 2020, In : Advances in Water Resources. 142, 103635.

Research output: Contribution to journalArticle

Seasonal Risk Assessment of Water-Electricity Nexus Systems under Water Consumption Policy Constraint

Mu, M., Zhang, Z., Cai, X. & Tang, Q., Apr 7 2020, In : Environmental Science and Technology. 54, 7, p. 3793-3802 10 p.

Research output: Contribution to journalArticle

Open Access
2019

Determining Inflow Forecast Horizon for Reservoir Operation

Zhao, Q., Cai, X. & Li, Y., May 2019, In : Water Resources Research. 55, 5, p. 4066-4081 16 p.

Research output: Contribution to journalArticle

Improved dynamic programming for parallel reservoir system operation optimization

Zeng, X., Hu, T., Cai, X., Zhou, Y. & Wang, X., Sep 2019, In : Advances in Water Resources. 131, 103373.

Research output: Contribution to journalArticle

Influence of internal variability and global warming on multidecadal changes in regional drought severity over the continental United States

Apurv, T., Cai, X. & Yuan, X., Mar 1 2019, In : Journal of Hydrometeorology. 20, 3, p. 411-429 19 p.

Research output: Contribution to journalArticle

Is water shortage risk decreased at the expense of deteriorating water quality in a large water supply reservoir?

Xu, Z., Cai, X., Yin, X., Su, M., Wu, Y. & Yang, Z., Nov 15 2019, In : Water Research. 165, 114984.

Research output: Contribution to journalArticle

Multidecadal Changes in Meteorological Drought Severity and Their Drivers in Mainland China

Apurv, T., Xu, Y. P., Wang, Z. & Cai, X., Dec 16 2019, In : Journal of Geophysical Research: Atmospheres. 124, 23, p. 12937-12952 16 p.

Research output: Contribution to journalArticle

Revealing the water-energy-food nexus in the Upper Yellow River Basin through multi-objective optimization for reservoir system

Si, Y., Li, X., Yin, D., Li, T., Cai, X., Wei, J. & Wang, G., Sep 10 2019, In : Science of the Total Environment. 682, p. 1-18 18 p.

Research output: Contribution to journalArticle

Reward-Based Participant Management for Crowdsourcing Rainfall Monitoring: An Agent-Based Model Simulation

Yang, P., Ng, T. L. & Cai, X., Oct 1 2019, In : Water Resources Research. 55, 10, p. 8122-8141 20 p.

Research output: Contribution to journalArticle

Solving the mystery of vanishing rivers in China

Wang, Y., Ni, J., Yue, Y., Li, J., Borthwick, A. G. L., Cai, X., Xue, A., Li, L. & Wang, G., Nov 1 2019, In : National Science Review. 6, 6, p. 1239-1246 8 p.

Research output: Contribution to journalArticle

Open Access

Understanding the Resilience of Soil Moisture Regimes

Feng, M., Liu, P., Cai, X., Wallington, K., Shi, L. & Li, Y., Sep 1 2019, In : Water Resources Research. 55, 9, p. 7541-7563 23 p.

Research output: Contribution to journalArticle

2018

A Holistic Framework to Assess Drought Preparedness

Cai, X., Shafiee-Jood, M., Ge, Y., Kokoszka, S. & Apurv, T., Jan 1 2018, In : World Scientific Series on Asia-Pacific Weather and Climate. 10, p. 177-191 15 p.

Research output: Contribution to journalArticle

Communicating the impacts of projected climate change on heavy rainfall using a weighted ensemble approach

Markus, M., Angel, J., Byard, G., McConkey, S., Zhang, C., Cai, X., Notaro, M. & Ashfaq, M., Apr 1 2018, In : Journal of Hydrologic Engineering. 23, 4, 04018004.

Research output: Contribution to journalArticle

Converting UN sustainable development goals (SDGs) to decision-making objectives and implementation options at the river basin scale

Ge, Y., Li, X., Cai, X., Deng, X., Wu, F., Li, Z. & Luan, W., Apr 3 2018, In : Sustainability (Switzerland). 10, 4, 1056.

Research output: Contribution to journalArticle

Hierarchical decision-modeling framework to meet environmental objectives in biofuel development

Shafiee-Jood, M., Housh, M. & Cai, X., Jul 1 2018, In : Journal of Water Resources Planning and Management. 144, 7, 04018030.

Research output: Contribution to journalArticle

Hydrological Cycle in the Heihe River Basin and Its Implication for Water Resource Management in Endorheic Basins

Li, X., Cheng, G., Ge, Y., Li, H., Han, F., Hu, X., Tian, W., Tian, Y., Pan, X., Nian, Y., Zhang, Y., Ran, Y., Zheng, Y., Gao, B., Yang, D., Zheng, C., Wang, X., Liu, S. & Cai, X., Jan 27 2018, In : Journal of Geophysical Research: Atmospheres. 123, 2, p. 890-914 25 p.

Research output: Contribution to journalArticle

Multicriterion optimal electric drive vehicle selection based on lifecycle emission and lifecycle cost

Ahmadi, P., Cai, X. & Khanna, M., Mar 25 2018, In : International Journal of Energy Research. 42, 4, p. 1496-1510 15 p.

Research output: Contribution to journalArticle

Understanding and managing the food-energy-water nexus – opportunities for water resources research

Cai, X., Wallington, K., Shafiee-Jood, M. & Marston, L., Jan 2018, In : Advances in Water Resources. 111, p. 259-273 15 p.

Research output: Contribution to journalArticle

Water demand predictions for megacities: System dynamics modeling and implications

Qin, H., Cai, X. & Zheng, C., Feb 2018, In : Water Policy. 20, 1, p. 53-76 24 p.

Research output: Contribution to journalArticle

2017

Combining human and machine intelligence to derive agents’ behavioral rules for groundwater irrigation

Hu, Y., Quinn, C. J., Cai, X. & Garfinkle, N. W., Nov 2017, In : Advances in Water Resources. 109, p. 29-40 12 p.

Research output: Contribution to journalArticle

Evaluating the impacts of farmers' behaviors on a hypothetical agricultural water market based on double auction

Du, E., Cai, X., Brozović, N. & Minsker, B. S., May 1 2017, In : Water Resources Research. 53, 5, p. 4053-4072 20 p.

Research output: Contribution to journalArticle

Examining dynamic interactions among experimental factors influencing hydrologic data assimilation with the ensemble Kalman filter

Wang, S., Huang, G. H., Baetz, B. W., Cai, X., Ancell, B. C. & Fan, Y. R., Nov 2017, In : Journal of Hydrology. 554, p. 743-757 15 p.

Research output: Contribution to journalArticle

Exploring the Role of Social Media and Individual Behaviors in Flood Evacuation Processes: An Agent-Based Modeling Approach

Du, E., Cai, X., Sun, Z. & Minsker, B. S., Nov 2017, In : Water Resources Research. 53, 11, p. 9164-9180 17 p.

Research output: Contribution to journalArticle

Hydropower versus irrigation - An analysis of global patterns

Zeng, R., Cai, X., Ringler, C. & Zhu, T., Feb 28 2017, In : Environmental Research Letters. 12, 3, 034006.

Research output: Contribution to journalArticle

Impacts of Human Behavioral Heterogeneity on the Benefits of Probabilistic Flood Warnings: An Agent-Based Modeling Framework

Du, E., Rivera, S., Cai, X., Myers, L., Ernest, A. & Minsker, B. S., Apr 1 2017, In : Journal of the American Water Resources Association. 53, 2, p. 316-332 17 p.

Research output: Contribution to journalArticle

Multiobjective hedging rules for flood water conservation

Ding, W., Zhang, C., Cai, X., Li, Y. & Zhou, H., Mar 1 2017, In : Water Resources Research. 53, 3, p. 1963-1981 19 p.

Research output: Contribution to journalArticle

The Food–Energy–Water Nexus: A Framework to Address Sustainable Development in the Tropics

Wallington, K. & Cai, X., Aug 1 2017, In : Tropical Conservation Science. 10

Research output: Contribution to journalArticle

Open Access

Understanding the Role of Climate Characteristics in Drought Propagation

Apurv, T., Sivapalan, M. & Cai, X., Nov 2017, In : Water Resources Research. 53, 11, p. 9304-9329 26 p.

Research output: Contribution to journalArticle

2016

Assessing driving factors of regional water use in production sectors using a structural decomposition method: A case study in Jiangsu Province, China

Zhang, L., Wang, Z., Li, X. & Cai, X., Apr 2016, In : Water Policy. 18, 2, p. 262-275 14 p.

Research output: Contribution to journalArticle

Avoiding decline: Fostering resilience and sustainability in midsize cities

Allen, C. R., Birge, H. E., Bartelt-Hunt, S., Bevans, R. A., Burnett, J. L., Cosens, B. A., Cai, X., Garmestani, A. S., Linkov, I., Scott, E. A., Solomon, M. D. & Uden, D. R., Aug 26 2016, In : Sustainability (Switzerland). 8, 9, 844.

Research output: Contribution to journalArticle

Drought frequency change: An assessment in northern India plains

Ge, Y., Cai, X., Zhu, T. & Ringler, C., Oct 1 2016, In : Agricultural Water Management. 176, p. 111-121 11 p.

Research output: Contribution to journalArticle

Importance of Natural and Anthropogenic Environmental Factors to Fish Communities of the Fox River in Illinois

Schnier, S., Cai, X. & Cao, Y., Feb 1 2016, In : Environmental Management. 57, 2, p. 389-411 23 p.

Research output: Contribution to journalArticle

Modelling infrastructure interdependencies, resiliency and sustainability

Nguyen, T. D., Cai, X., Ouyang, Y. & Housh, M., 2016, In : International Journal of Critical Infrastructures. 12, 1-2, p. 4-36 33 p.

Research output: Contribution to journalArticle

Reducing Food Loss and Waste to Enhance Food Security and Environmental Sustainability

Shafiee-Jood, M. & Cai, X., Aug 16 2016, In : Environmental Science and Technology. 50, 16, p. 8432-8443 12 p.

Research output: Contribution to journalArticle

Spatial and temporal patterns of drought in the Continental U.S. during the past century

Ge, Y., Apurv, T. & Cai, X., Jan 1 2016, In : Geophysical Research Letters. 43, 12, p. 6294-6303 10 p.

Research output: Contribution to journalArticle