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  Implementation and Evaluation of Irrigation Techniques in the Community Land Model

Yao, Y., Vanderkelen, I., Lombardozzi, D., Swenson, S., Lawrence, D., Jägermeyr, J., Grant, L., & Thiery, W. (2022). Implementation and Evaluation of Irrigation Techniques in the Community Land Model. Journal of Advances in Modeling Earth Systems, 14(12):. doi:10.1029/2022MS003074.

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資料種別: 学術論文

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J Adv Model Earth Syst - 2022 - Yao - Implementation and Evaluation of Irrigation Techniques in the Community Land Model.pdf (出版社版), 7MB
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J Adv Model Earth Syst - 2022 - Yao - Implementation and Evaluation of Irrigation Techniques in the Community Land Model.pdf
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All data used in simulations and analysis

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 作成者:
Yao, Yi1, 著者
Vanderkelen, Inne1, 著者
Lombardozzi, Danica1, 著者
Swenson, Sean1, 著者
Lawrence, David1, 著者
Jägermeyr, Jonas2, 著者              
Grant, Luke1, 著者
Thiery, Wim1, 著者
所属:
1External Organizations, ou_persistent22              
2Potsdam Institute for Climate Impact Research, ou_persistent13              

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 要旨: Several previous studies have highlighted the irrigation-induced impacts on the global and regional water cycle, energy budget, and near-surface climate. While land models are widely used to address this question, the implementations of irrigation in these models vary in complexity. Here, we expand the representation of irrigation in Community Land Model to enable six different irrigation methods. We find that using a combination of irrigation methods, including default, sprinkler, flood and paddy techniques performs best as determined by evaluating the simulated irrigation water withdrawals against observations, and therefore select this combination as the new irrigation scheme. Then, the impact of the new irrigation scheme on surface fluxes is evaluated and detected using single-point simulations. Finally, the global and regional irrigation-induced impacts on surface energy and water fluxes are compared using both the original and the new irrigation scheme. The new irrigation scheme substantially reduces the bias and root-mean-square error of simulated irrigation water withdrawal in the USA and other countries, but considerably overestimates withdrawals in Central China. Results of single-point experiments show that different irrigation methods have different effects on surface fluxes, while the magnitudes are small. At the global scale, the new scheme enlarges the irrigation-induced impacts on water and energy variables relative to the original scheme, with varying magnitudes across regions. Overall, our results suggest that this newly developed scheme is a better tool for simulating irrigation-induced impacts on climate, and highlight the added value of incorporating human water management in Earth system models.

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言語: eng - 英語
 日付: 2022-03-112022-10-252022-11-022022-12
 出版の状態: Finally published
 ページ: 27
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): DOI: 10.1029/2022MS003074
Organisational keyword: RD2 - Climate Resilience
PIKDOMAIN: RD2 - Climate Resilience
Working Group: Land Use and Resilience
MDB-ID: No MDB - stored outside PIK (see DOI)
Regional keyword: Global
Research topic keyword: Food & Agriculture
Model / method: Quantitative Methods
OATYPE: Gold Open Access
 学位: -

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出版物 1

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出版物名: Journal of Advances in Modeling Earth Systems
種別: 学術雑誌, SCI, Scopus, p3, oa
 著者・編者:
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出版社, 出版地: -
ページ: - 巻号: 14 (12) 通巻号: e2022MS003074 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): CoNE: https://publications.pik-potsdam.de/cone/journals/resource/160525
Publisher: Wiley
Publisher: American Geophysical Union (AGU)