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

[51] ATMOSPHERIC CARBON-DIOXIDE AT MAUNA LOA OBSERVATORY .2. ANALYSIS OF THE NOAA GMCC DATA, 1974-1985 [J].

THONING, KW ;

TANS, PP ;

KOMHYR, WD .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1989, 94 (D6) :8549-8565

[52] Modeling sugarcane yield with a process-based model from site to continental scale: uncertainties arising from model structure and parameter values [J].

Valade, A. ;

Ciais, P. ;

Vuichard, N. ;

Viovy, N. ;

Caubel, A. ;

Huth, N. ;

Marin, F. ;

Martine, J. -F. .

GEOSCIENTIFIC MODEL DEVELOPMENT, 2014, 7 (03) :1225-1245

[53] Simulating dynamic crop growth with an adapted land surface model - JULES-SUCROS: Model development and validation [J].

Van den Hoof, Catherine ;

Hanert, Emmanuel ;

Vidale, Pier Luigi .

AGRICULTURAL AND FOREST METEOROLOGY, 2011, 151 (02) :137-153

[54]

VANDIEPEN CA, 1989, SOIL USE MANAGE, V5, P16, DOI 10.1111/j.1475-2743.1989.tb00755.x

[55] Climate-driven simulation of global crop sowing dates [J].

Waha, K. ;

van Bussel, L. G. J. ;

Mueller, C. ;

Bondeau, A. .

GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2012, 21 (02) :247-259

[56] The Inter-Sectoral Impact Model Intercomparison Project (ISI-MIP): Project framework [J].

Warszawski, Lila ;

Frieler, Katja ;

Huber, Veronika ;

Piontek, Franziska ;

Serdeczny, Olivia ;

Schewe, Jacob .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (09) :3228-3232

[57] Creation of the WATCH Forcing Data and Its Use to Assess Global and Regional Reference Crop Evaporation over Land during the Twentieth Century [J].

Weedon, G. P. ;

Gomes, S. ;

Viterbo, P. ;

Shuttleworth, W. J. ;

Blyth, E. ;

Oesterle, H. ;

Adam, J. C. ;

Bellouin, N. ;

Boucher, O. ;

Best, M. .

JOURNAL OF HYDROMETEOROLOGY, 2011, 12 (05) :823-848

[58] The WFDEI meteorological forcing data set: WATCH Forcing Data methodology applied to ERA-Interim reanalysis data [J].

Weedon, Graham P. ;

Balsamo, Gianpaolo ;

Bellouin, Nicolas ;

Gomes, Sandra ;

Best, Martin J. ;

Viterbo, Pedro .

WATER RESOURCES RESEARCH, 2014, 50 (09) :7505-7514

[59]

Weyant JR, 2006, ENERG J, P1

← 1 2 3 4 5 6 →