GSTDTAP  > 气候变化
DOI10.1111/gcb.13988
Models meet data: Challenges and opportunities in implementing land management in Earth system models
Pongratz, Julia1; Dolman, Han2; Don, Axel3; Erb, Karl-Heinz4; Fuchs, Richard5; Herold, Martin6; Jones, Chris7; Kuemmerle, Tobias8,9; Luyssaert, Sebastiaan2; Meyfroidt, Patrick10,11,12; Naudts, Kim1
2018-04-01
发表期刊GLOBAL CHANGE BIOLOGY
ISSN1354-1013
EISSN1365-2486
出版年2018
卷号24期号:4页码:1470-1487
文章类型Review
语种英语
国家Germany; Netherlands; Austria; England; Belgium
英文摘要

As the applications of Earth system models (ESMs) move from general climate projections toward questions of mitigation and adaptation, the inclusion of land management practices in these models becomes crucial. We carried out a survey among modeling groups to show an evolution from models able only to deal with land-cover change to more sophisticated approaches that allow also for the partial integration of land management changes. For the longer term a comprehensive land management representation can be anticipated for all major models. To guide the prioritization of implementation, we evaluate ten land management practicesforestry harvest, tree species selection, grazing and mowing harvest, crop harvest, crop species selection, irrigation, wetland drainage, fertilization, tillage, and firefor (1) their importance on the Earth system, (2) the possibility of implementing them in state-of-the-art ESMs, and (3) availability of required input data. Matching these criteria, we identify low-hanging fruits for the inclusion in ESMs, such as basic implementations of crop and forestry harvest and fertilization. We also identify research requirements for specific communities to address the remaining land management practices. Data availability severely hampers modeling the most extensive land management practice, grazing and mowing harvest, and is a limiting factor for a comprehensive implementation of most other practices. Inadequate process understanding hampers even a basic assessment of crop species selection and tillage effects. The need for multiple advanced model structures will be the challenge for a comprehensive implementation of most practices but considerable synergy can be gained using the same structures for different practices. A continuous and closer collaboration of the modeling, Earth observation, and land system science communities is thus required to achieve the inclusion of land management in ESMs.


英文关键词climate croplands Earth observations Earth system models forestry grazing land management land use
领域气候变化 ; 资源环境
收录类别SCI-E
WOS记录号WOS:000426504400005
WOS关键词CARBON-DIOXIDE EMISSIONS ; GREENHOUSE-GAS EMISSIONS ; GLOBAL VEGETATION MODEL ; HUMAN APPROPRIATION ; CLIMATE-CHANGE ; COVER CHANGES ; FIRE SPREAD ; WATER-VAPOR ; NITROGEN ; IMPACTS
WOS类目Biodiversity Conservation ; Ecology ; Environmental Sciences
WOS研究方向Biodiversity & Conservation ; Environmental Sciences & Ecology
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/17445
专题气候变化
资源环境科学
作者单位1.Max Planck Inst Meteorol, Hamburg, Germany;
2.Vrije Univ Amsterdam, Dept Earth Sci, Amsterdam, Netherlands;
3.Thunen Inst Climate Smart Agr, Braunschweig, Germany;
4.Alpen Adria Univ Klagenfurt Wien, Inst Social Ecol Vienna SEC, Vienna, Austria;
5.Vrije Univ Amsterdam, Dept Earth Sci, Geog Grp, Amsterdam, Netherlands;
6.Wageningen Univ & Res, Lab Geoinformat Sci & Remote Sensing, Wageningen, Netherlands;
7.Met Off Hadley Ctr, Exeter, Devon, England;
8.Humboldt Univ, Geog Dept, Berlin, Germany;
9.Humboldt Univ, Integrat Res Inst Transformat Human Environm Syst, Berlin, Germany;
10.Catholic Univ Louvain, Georges Lemaitre Ctr Earth & Climate Res, Earth & Life Inst, Louvain La Neuve, Belgium;
11.FNRS, FRS, Louvain La Neuve, Belgium;
12.FNRS, FRS, Brussels, Belgium
推荐引用方式
GB/T 7714
Pongratz, Julia,Dolman, Han,Don, Axel,et al. Models meet data: Challenges and opportunities in implementing land management in Earth system models[J]. GLOBAL CHANGE BIOLOGY,2018,24(4):1470-1487.
APA Pongratz, Julia.,Dolman, Han.,Don, Axel.,Erb, Karl-Heinz.,Fuchs, Richard.,...&Naudts, Kim.(2018).Models meet data: Challenges and opportunities in implementing land management in Earth system models.GLOBAL CHANGE BIOLOGY,24(4),1470-1487.
MLA Pongratz, Julia,et al."Models meet data: Challenges and opportunities in implementing land management in Earth system models".GLOBAL CHANGE BIOLOGY 24.4(2018):1470-1487.
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