Estimating potential yield of wheat production in China based on cross-scale data-model fusion

Tian, Z., Zhong, H., Shi, R., Sun, L., Fischer, G., & Liang, Z. (2012). Estimating potential yield of wheat production in China based on cross-scale data-model fusion. Frontiers of Earth Science 6 (4) 364-372. 10.1007/s11707-012-0332-0.

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Abstract

The response of the agro-ecological system to the environment includes the response of individual crop's physiologic process and the adaption of the crop community to the environment. Observation and simulation at the single scale level cannot fully explain the above process. It is necessary to develop cross-scale agro-ecological models and study the interaction of agro-ecological processes across different scales. In this research, two typical agroecological models, the Decision Support System for Agrotechnology Transfer (DSSAT) model and the Agroecological Zone (AEZ) model, are employed, and a framework for effective cross-scale data-model fusion is proposed and illustrated. The national observed data from 36 different agricultural observation stations and historical weather stations (1962-1999) are employed to estimate average crop productivity. Comparison of the two models' estimations are consistent, which would indicate the possibility of cross-scale crop model fusion.

Item Type:	Article
Uncontrolled Keywords:	AEZ model; Agro-ecological system; Data-model fusion; DSSAT model
Research Programs:	Ecosystems Services and Management (ESM) Water (WAT)
Bibliographic Reference:	Frontiers of Earth Science; 6(4):364-372 (December 2012) (Published online October 2012)
Depositing User:	IIASA Import
Date Deposited:	15 Jan 2016 08:46
Last Modified:	27 Aug 2021 17:22
URI:	https://pure.iiasa.ac.at/9866

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