4.4 Article

Impact of Climate Change on Crop Yield: A Case Study of Rainfed Corn in Central Illinois

期刊

JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY
卷 48, 期 9, 页码 1868-1881

出版社

AMER METEOROLOGICAL SOC
DOI: 10.1175/2009JAMC1880.1

关键词

-

资金

  1. U. S. National Science Foundation (NSF) [CMMI-0825654]
  2. Directorate For Engineering
  3. Div Of Civil, Mechanical, & Manufact Inn [0825654] Funding Source: National Science Foundation

向作者/读者索取更多资源

This paper assesses the effect of climate change on crop yield from a soil water balance perspective. The uncertainties of regional-scale climate models, local-scale climate variability, emissions scenarios, and crop growth models are combined to explore the possible range of climate change effects on rainfed corn yield in central Illinois in 2055. The results show that a drier and warmer summer during the corn growth season and wetter and warmer precrop and postcrop seasons will likely occur. Greater temperature and precipitation variability may lead to more variable soil moisture and crop yield, and larger soil moisture deficit and crop yield reduction are likely to occur more frequently. The increased water stress is likely to be most pronounced during the flowering and yield formation stages. The expected rainfed corn yield in 2055 is likely to decline by 23%-34%, and the probability that the yield may not reach 50% of the potential yield ranges from 32% to 70% if no adaptation measures are instituted. Among the multiple uncertainty sources, the greenhouse gas emissions projection may have the strongest effect on the risk estimate of crop yield reduction. The effects from the various uncertainties can be offset to some degree when the uncertainties are considered jointly. An ensemble of GCMs with an equal weight may overestimate the risk of soil moisture deficits and crop yield reduction in comparison with an ensemble of GCMs with different weight determined by the root-mean-square error minimization method. The risk estimate presented in this paper implies that climate change adaptation is needed to avoid reduced corn yields and the resulting profit losses in central Illinois.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Computer Science, Interdisciplinary Applications

A modified response matrix method to approximate SWAT for computationally intense applications

Shaobin Li, Kevin Wallington, Sundar Niroula, Ximing Cai

Summary: This study introduces a modified response matrix approach to estimate streamflow, nutrient, and sediment export using the Soil and Water Assessment Tool (SWAT). By addressing the interaction effects between conservation practices and in-stream and reservoir processes, the modified approach provides accurate estimation throughout the stream network.

ENVIRONMENTAL MODELLING & SOFTWARE (2022)

Article Engineering, Environmental

Water Availability for Biorefineries in the Contiguous United States and the Implications for Bioenergy Production Distribution

Pan Yang, Ximin Piao, Ximing Cai

Summary: This study assesses the water requirements and availability for renewable biofuel production in the United States, indicating potential water stress in certain regions. It also predicts the concentration of biofuel production in a few specific areas and the possible impact of water constraints on cellulosic biofuel production.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2022)

Article Environmental Sciences

Hydrological Basis of Different Budyko Equations: The Spatial Variability of Available Water for Evaporation

Lili Yao, Dingbao Wang

Summary: This article explores the impact of spatial variability of available water for evaporation on the Budyko equation and suggests that precipitation partitioning and energy partitioning follow the same functional form in the hydrological cycle. The study provides insights into the influence of spatial variability of available water on mean annual evaporation.

WATER RESOURCES RESEARCH (2022)

Article Environmental Sciences

Evaluating Distributed Policies for Conjunctive Surface Water-Groundwater Management in Large River Basins: Water Uses Versus Hydrological Impacts

Erhu Du, Yong Tian, Ximing Cai, Yi Zheng, Feng Han, Xin Li, Mohan Zhao, Yi Yang, Chunmiao Zheng

Summary: This study proposes a distributed policy design scheme for conjunctive surface water-groundwater management in large river basins. A fully integrated modeling framework is developed to tightly couple water policies, water use, and hydrological processes. The findings from the application of this framework to the Heihe River Basin show that distributed water policies can improve hydrological outcomes and identify hydrological externality effects.

WATER RESOURCES RESEARCH (2022)

Article Environmental Sciences

Domestic Groundwater Depletion Supports China's Full Supply Chains

Siao Sun, Qiuhong Tang, Megan Konar, Zhongwei Huang, Tom Gleeson, Ting Ma, Chuanglin Fang, Ximing Cai

Summary: Groundwater use is essential for economic production, but its unsustainable use threatens environmental flows, sustainable development, and future food security. This study analyzes the complete supply chain of China and finds that groundwater depletion primarily occurs in water scarce regions in the country, and a significant amount of depleted groundwater is incorporated into industrial and tertiary products consumed by major cities.

WATER RESOURCES RESEARCH (2022)

Article Engineering, Civil

A Mixed-Integer Linear Optimization Model for Reservoir Sizing Incorporating Performance Measures: Deterministic and Stochastic Frameworks

Ana Carolina Cardoso Lima, Alcigeimes B. Celeste, Ximing Cai

Summary: This paper proposes an optimal sizing strategy for water storage reservoirs that considers both reliability and vulnerability. By comparing with another mixed-integer linear programming model, it is demonstrated that higher storage capacities are necessary for more reliable, less vulnerable operation and lower risk.

JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT (2022)

Article Water Resources

Enhancements to explicit stochastic reservoir operation optimization method

S. Jamshid Mousavi, Kumaraswamy Ponnambalam, Alcigeimes B. Celeste, Ximing Cai

Summary: The paper introduces a new implementation method named FP-2022, which significantly reduces solving time by simplifying constraints and decreasing decision variables. It incorporates new expressions to improve optimality for a nonlinear objective function. The method is proven to be highly efficient and optimal through the optimization problem of a dam in Brazil and a five-reservoir system in India.

ADVANCES IN WATER RESOURCES (2022)

Article Water Resources

Developing a generic data-driven reservoir operation model

Yanan Chen, Donghui Li, Qiankun Zhao, Ximing Cai

Summary: This study presents a generic data-driven reservoir operation model (GDROM) that can accurately simulate the operation and release of reservoirs. GDROM, using a few input variables and employing hidden Markov-decision tree and classification and regression tree algorithms, exhibits good interpretability and performance, making it applicable to reservoirs in different regions.

ADVANCES IN WATER RESOURCES (2022)

Article Agronomy

Simulation-optimization based real-time irrigation scheduling: A human-machine interactive method enhanced by data assimilation

Xuemin Li, Jingwen Zhang, Ximing Cai, Zailin Huo, Chenglong Zhang

Summary: This paper presents a novel human-machine interactive framework for real-time irrigation scheduling, which can effectively tackle the challenges of data uncertainties and optimization models while considering farmers' acceptance. The framework searches for optimal irrigation scheduling through a simulation-optimization model, makes actual irrigation decisions based on farmers' experiences, and updates soil water content using real-time observations and model simulations. Applied to a real-world case in China's arid agricultural region, the proposed framework achieves higher economic benefit with less irrigation water allocation quotas and improves irrigation efficiency compared to historical records and traditional simulation-optimization models. This study contributes to sustainable irrigation water management by integrating computer models, real-time observations, and farmers' experiences into the optimization modeling framework.

AGRICULTURAL WATER MANAGEMENT (2023)

Article Engineering, Environmental

Addressing data challenges in riverine nutrient load modeling of an intensively managed agro-industrial watershed

Sundar Niroula, Kevin Wallington, Ximing Cai

Summary: Data limitations often challenge the reliability of water quality models in intensively managed watersheds. This study addresses the data challenges in calibrating the Soil and Water Assessment Tool (SWAT) to the Upper Sangamon River Watershed in central Illinois, highlighting errors and inconsistencies in data and insufficient precipitation and water quality observations. The study also demonstrates the benefits of additional weather and water quality observations for reducing input uncertainties and provides suggestions for selecting appropriate observations for model calibration. After addressing the data issues, the study shows that the SWAT model can be calibrated successfully for the case study watershed.

JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION (2023)

Article Agronomy

Hydro-agro-economic optimization for irrigated farming in an arid region: The Hetao Irrigation District, Inner Mongolia

Zhaodan Cao, Tingju Zhu, Ximing Cai

Summary: Water shortage and soil salinization are key limiting factors in agricultural production in arid and semi-arid regions. The Hetao Irrigation District in western Inner Mongolia, China, has been adversely affected by irrigation water overuse and high soil salinity. An integrated hydro-agro-economic optimization model is developed to improve agricultural water management and policy interventions in the district.

AGRICULTURAL WATER MANAGEMENT (2023)

Article Environmental Sciences

Climatic Control on Mean Annual Groundwater Evapotranspiration in a Three-Stage Precipitation Partitioning Framework

Yu Zhang, Lili Yao, Jeffrey S. Geurink, Kshitij Parajuli, Dingbao Wang

Summary: This study proposes a three-stage precipitation partitioning framework to investigate the climate controls on mean annual groundwater evapotranspiration (GWET) in west-central Florida. The Integrated Hydrologic Model is used to simulate daily GWET, total evapotranspiration (ET), groundwater recharge, base flow, and total runoff. The results show that the ratios of GWET to various water variables decrease exponentially with watershed aridity index (WAI). The contribution of GWET to the ratio between total ET and available water or watershed wetting decreases with WAI in both one-stage and two-stage precipitation partitioning frameworks. Climate variability at different temporal scales affects GWET differently, with intra-monthly variability having the highest impact. Finally, the percentage of forest and wetland and impervious land cover contribute to the ratio of GWET to available water for GWET.

WATER RESOURCES RESEARCH (2023)

Article Environmental Sciences

Updating SWAT plus to Clarify Understanding of In-Stream Phosphorus Retention and Remobilization: SWAT plus P.R&R

Kevin Wallington, Ximing Cai

Summary: Efforts to reduce riverine phosphorus (P) loads have been hindered because existing watershed management models fail to accurately account for in-stream processes that influence P export. A new version of the Soil and Water Assessment Tool (SWAT+), known as SWAT+P.R&R, has been developed to address this limitation by incorporating new streambed pools and processes related to P retention and remobilization. The modeling work with SWAT+P.R&R challenges existing assumptions about P storage, transformation, and transport in watersheds, and provides insights on the relationship between P retention and flow at different temporal scales.

WATER RESOURCES RESEARCH (2023)

Article Environmental Sciences

Sustaining crop yield and water quality under climate change in intensively managed agricultural watersheds-the need for both adaptive and conservation measures

Sundar Niroula, Ximing Cai, Gregory Mcisaac

Summary: The projected climate change will have significant impacts on agricultural production and water quality in the US Midwest. Adapting agricultural practices and implementing conservation measures are necessary for sustainable agriculture and water quality improvement.

ENVIRONMENTAL RESEARCH LETTERS (2023)

Article Environmental Sciences

Impact of Reservoir Operation Policies on Spatiotemporal Dynamics of Sediment Methane Production and Release in a Large Reservoir

Zhihao Xu, Yunying Li, Ximing Cai, Yanpeng Cai, Zhifeng Yang

Summary: Reservoir operation policies have complex influences on sediment methane production and pathways. This study combines a physical-biogeochemical model with a reservoir operation model to evaluate operation impacts on sediment methane production and release dynamics. The results show that reservoir operations significantly impact methane pathways and atmospheric emissions.

WATER RESOURCES RESEARCH (2023)

暂无数据