The Global Gridded Crop Model Intercomparison: data and modeling protocols for Phase 1 (v1.0)

被引：113

作者：

Elliott, J. ^{[1
,2
]}

Mueller, C. ^{[3
]}

Deryng, D. ^{[4
]}

Chryssanthacopoulos, J. ^{[5
]}

Boote, K. J. ^{[6
]}

Buechner, M. ^{[3
]}

Foster, I. ^{[1
,2
]}

Glotter, M. ^{[7
]}

Heinke, J. ^{[3
,8
,15
]}

Iizumi, T. ^{[9
]}

Izaurralde, R. C. ^{[10
]}

Mueller, N. D. ^{[11
]}

Ray, D. K. ^{[12
]}

Rosenzweig, C. ^{[13
]}

Ruane, A. C. ^{[13
]}

Sheffield, J. ^{[14
]}

机构：

[1] Univ Chicago, Chicago, IL 60637 USA

[2] Argonne Natl Lab, Computat Inst, Chicago, IL USA

[3] Potsdam Inst Climate Impact Res, Potsdam, Germany

[4] Univ E Anglia, Tyndall Ctr, Norwich NR4 7TJ, Norfolk, England

[5] Columbia Univ, Ctr Climate Syst Res, New York, NY USA

[6] Univ Florida, Dept Agron, Gainesville, FL 32611 USA

[7] Univ Chicago, Dept Geophys Sci, Chicago, IL 60637 USA

[8] Int Livestock Res Inst, Nairobi, Kenya

[9] Natl Inst Agroenvironm Sci, Tsukuba, Ibaraki 305, Japan

[10] Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA

[11] Harvard Univ, Ctr Environm, Cambridge, MA 02138 USA

[12] Univ Minnesota, Inst Environm, St Paul, MN 55108 USA

[13] NASA, Goddard Inst Space Studies, New York, NY 10025 USA

[14] Princeton Univ, Dept Civil & Environm Engn, Princeton, NJ 08544 USA

[15] CSIRO, St Lucia, Qld 4067, Australia

来源：

GEOSCIENTIFIC MODEL DEVELOPMENT | 2015年 / 8卷 / 02期

基金：

美国国家科学基金会;

关键词：

LAND-SURFACE MODEL; CLIMATE-CHANGE; HIGH-RESOLUTION; CARBON; YIELD; WATER; AGRICULTURE; SIMULATION; GROWTH; IMPLEMENTATION;

D O I：

10.5194/gmd-8-261-2015

中图分类号：

P [天文学、地球科学];

学科分类号：

07 ;

摘要：

We present protocols and input data for Phase 1 of the Global Gridded Crop Model Intercomparison, a project of the Agricultural Model Intercomparison and Improvement Project (AgMIP). The project includes global simulations of yields, phenologies, and many land-surface fluxes using 12-15 modeling groups for many crops, climate forcing data sets, and scenarios over the historical period from 1948 to 2012. The primary outcomes of the project include (1) a detailed comparison of the major differences and similarities among global models commonly used for large-scale climate impact assessment, (2) an evaluation of model and ensemble hindcasting skill, (3) quantification of key uncertainties from climate input data, model choice, and other sources, and (4) a multi-model analysis of the agricultural impacts of large-scale climate extremes from the historical record.

引用

页码：261 / 277

页数：17

共 59 条

[11] Simulating the effects of climate and agricultural management practices on global crop yield [J].

Deryng, D. ;

Sacks, W. J. ;

Barford, C. C. ;

Ramankutty, N. .

GLOBAL BIOGEOCHEMICAL CYCLES, 2011, 25

[12] Global crop yield response to extreme heat stress under multiple climate change futures [J].

Deryng, Delphine ;

Conway, Declan ;

Ramankutty, Navin ;

Price, Jeff ;

Warren, Rachel .

ENVIRONMENTAL RESEARCH LETTERS, 2014, 9 (03)

[13] Modeling agriculture in the Community Land Model [J].

Drewniak, B. ;

Song, J. ;

Prell, J. ;

Kotamarthi, V. R. ;

Jacob, R. .

GEOSCIENTIFIC MODEL DEVELOPMENT, 2013, 6 (02) :495-515

[14] The parallel system for integrating impact models and sectors (pSIMS) [J].

Elliott, Joshua ;

Kelly, David ;

Chryssanthacopoulos, James ;

Glotter, Michael ;

Jhunjhnuwala, Kanika ;

Best, Neil ;

Wilde, Michael ;

Foster, Ian .

ENVIRONMENTAL MODELLING & SOFTWARE, 2014, 62 :509-516

[15] Constraints and potentials of future irrigation water availability on agricultural production under climate change [J].

Elliott, Joshua ;

Deryng, Delphine ;

Mueller, Christoph ;

Frieler, Katja ;

Konzmann, Markus ;

Gerten, Dieter ;

Glotter, Michael ;

Floerke, Martina ;

Wada, Yoshihide ;

Best, Neil ;

Eisner, Stephanie ;

Fekete, Balazs M. ;

Folberth, Christian ;

Foster, Ian ;

Gosling, Simon N. ;

Haddeland, Ingjerd ;

Khabarov, Nikolay ;

Ludwig, Fulco ;

Masaki, Yoshimitsu ;

Olin, Stefan ;

Rosenzweig, Cynthia ;

Ruane, Alex C. ;

Satoh, Yusuke ;

Schmid, Erwin ;

Stacke, Tobias ;

Tang, Qiuhong ;

Wisser, Dominik .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (09) :3239-3244

[16] Solutions for a cultivated planet [J].

Foley, Jonathan A. ;

Ramankutty, Navin ;

Brauman, Kate A. ;

Cassidy, Emily S. ;

Gerber, James S. ;

Johnston, Matt ;

Mueller, Nathaniel D. ;

O'Connell, Christine ;

Ray, Deepak K. ;

West, Paul C. ;

Balzer, Christian ;

Bennett, Elena M. ;

Carpenter, Stephen R. ;

Hill, Jason ;

Monfreda, Chad ;

Polasky, Stephen ;

Rockstrom, Johan ;

Sheehan, John ;

Siebert, Stefan ;

Tilman, David ;

Zaks, David P. M. .

NATURE, 2011, 478 (7369) :337-342

[17]

Gueneau A., 2012, CLMAG: An agriculture module for the Community Land Model version 3.5

[18] Historical changes in global yields: major cereal and legume crops from 1982 to 2006 [J].

Iizumi, Toshichika ;

Yokozawa, Masayuki ;

Sakurai, Gen ;

Travasso, Maria Isabel ;

Romanenkov, Vladimir ;

Oettli, Pascal ;

Newby, Terry ;

Ishigooka, Yasushi ;

Furuya, Jun .

GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2014, 23 (03) :346-357

[19] Simulating soil C dynamics with EPIC: Model description and testing against long-term data [J].

Izaurralde, RC ;

Williams, JR ;

McGill, WB ;

Rosenberg, NJ ;

Jakas, MCQ .

ECOLOGICAL MODELLING, 2006, 192 (3-4) :362-384

[20] The DSSAT cropping system model [J].

Jones, JW ;

Hoogenboom, G ;

Porter, CH ;

Boote, KJ ;

Batchelor, WD ;

Hunt, LA ;

Wilkens, PW ;

Singh, U ;

Gijsman, AJ ;

Ritchie, JT .

EUROPEAN JOURNAL OF AGRONOMY, 2003, 18 (3-4) :235-265

← 1 2 3 4 5 6 →