DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems

Abstract

Over the last two centuries, the impact of the Human System has grown dramatically, becoming strongly dominant within the Earth System in many different ways. Consumption, inequality, and population have increased extremely fast, especially since about 1950, threatening to overwhelm the many critical functions and ecosystems of the Earth System. Changes in the Earth System, in turn, have important feedback effects on the Human System, with costly and potentially serious consequences. However, current models do not incorporate these critical feedbacks. Here, we argue that in order to understand the dynamics of either system, Earth System Models must be coupled with Human System Models through bidirectional couplings representing the positive, negative, and delayed feedbacks that exist in the real systems. In particular, key Human System variables, such as demographics, inequality, economic growth, and migration, are not coupled with the Earth System but are instead driven by exogenous estimates, such as United Nations population projections.This makes current models likely to miss important feedbacks in the real Earth–Human system, especially those that may result in unexpected or counterintuitive outcomes, and thus requiring different policy interventions from current models. Lastly, the importance and imminence of sustainability challenges, the dominant role of the Human Systemmore » in the Earth System, and the essential roles the Earth System plays for the Human System, all call for collaboration of natural scientists, social scientists, and engineers in multidisciplinary research and modeling to develop coupled Earth–Human system models for devising effective science-based policies and measures to benefit current and future generations.« less

Authors:
 [1];  [2];  [1];  [3];  [4];  [5];  [6];  [1];  [1];  [7];  [1];  [8];  [9];  [10];  [1];  [1];  [11];  [1];  [1];  [1]
  1. Univ. of Maryland, College Park, MD (United States)
  2. Inst. for Global Environment and Society, Rockville, MD (United States)
  3. Joint Global Change Research Inst., College Park, MD (United States)
  4. Univ. Corporation for Atmospheric Research, Boulder, CO (United States)
  5. Johns Hopkins Univ., Laurel, MD (United States). Applied Physics Lab.; NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  6. Columbia Univ., Palisades, NY (United States). Lamont-Doherty Earth Observatory
  7. Brown Univ., Providence, RI (United States). Spatial Structures in the Social Sciences / Population Studies and Training Center
  8. Univ. of Maryland, College Park, MD (United States); Joint Global Change Research Inst., College Park, MD (United States)
  9. Univ. of Maryland, College Park, MD (United States); RIKEN Advanced Inst. for Computational Science, Kobe (Japan)
  10. Northeastern Univ., Boston, MA (United States). School of Public Policy and Urban Affairs, and Dept. of Civil and Environmental Engineering
  11. George Mason Univ., Fairfax, VA (United States). Dept. of Atmospheric, Oceanic, and Earth Sciences
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Laboratory Directed Research and Development (LDRD) Program; National Science Foundation (NSF); US Department of the Navy, Office of Naval Research (ONR)
OSTI Identifier:
1357049
Report Number(s):
PNNL-SA-125484
Journal ID: ISSN 2095-5138
Grant/Contract Number:  
AC05-76RL01830; MURI N00014-12-1-0911; CBET-1541642; DBI-1052875; 1357928
Resource Type:
Accepted Manuscript
Journal Name:
National Science Review
Additional Journal Information:
Journal Volume: 3; Journal Issue: 4; Journal ID: ISSN 2095-5138
Publisher:
China Science Publishing
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES; 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; 54 ENVIRONMENTAL SCIENCES; Earth and Human System Models; population; migration; inequality; data assimilation; bidirectional couplings and feedbacks; sustainability

Citation Formats

Motesharrei, Safa, Rivas, Jorge, Kalnay, Eugenia, Asrar, Ghassem R., Busalacchi, Antonio J., Cahalan, Robert F., Cane, Mark A., Colwell, Rita R., Feng, Kuishuang, Franklin, Rachel S., Hubacek, Klaus, Miralles-Wilhelm, Fernando, Miyoshi, Takemasa, Ruth, Matthias, Sagdeev, Roald, Shirmohammadi, Adel, Shukla, Jagadish, Srebric, Jelena, Yakovenko, Victor M., and Zeng, Ning. Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems. United States: N. p., 2016. Web. doi:10.1093/nsr/nww081.
Motesharrei, Safa, Rivas, Jorge, Kalnay, Eugenia, Asrar, Ghassem R., Busalacchi, Antonio J., Cahalan, Robert F., Cane, Mark A., Colwell, Rita R., Feng, Kuishuang, Franklin, Rachel S., Hubacek, Klaus, Miralles-Wilhelm, Fernando, Miyoshi, Takemasa, Ruth, Matthias, Sagdeev, Roald, Shirmohammadi, Adel, Shukla, Jagadish, Srebric, Jelena, Yakovenko, Victor M., & Zeng, Ning. Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems. United States. https://doi.org/10.1093/nsr/nww081
Motesharrei, Safa, Rivas, Jorge, Kalnay, Eugenia, Asrar, Ghassem R., Busalacchi, Antonio J., Cahalan, Robert F., Cane, Mark A., Colwell, Rita R., Feng, Kuishuang, Franklin, Rachel S., Hubacek, Klaus, Miralles-Wilhelm, Fernando, Miyoshi, Takemasa, Ruth, Matthias, Sagdeev, Roald, Shirmohammadi, Adel, Shukla, Jagadish, Srebric, Jelena, Yakovenko, Victor M., and Zeng, Ning. Sun . "Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems". United States. https://doi.org/10.1093/nsr/nww081. https://www.osti.gov/servlets/purl/1357049.
@article{osti_1357049,
title = {Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems},
author = {Motesharrei, Safa and Rivas, Jorge and Kalnay, Eugenia and Asrar, Ghassem R. and Busalacchi, Antonio J. and Cahalan, Robert F. and Cane, Mark A. and Colwell, Rita R. and Feng, Kuishuang and Franklin, Rachel S. and Hubacek, Klaus and Miralles-Wilhelm, Fernando and Miyoshi, Takemasa and Ruth, Matthias and Sagdeev, Roald and Shirmohammadi, Adel and Shukla, Jagadish and Srebric, Jelena and Yakovenko, Victor M. and Zeng, Ning},
abstractNote = {Over the last two centuries, the impact of the Human System has grown dramatically, becoming strongly dominant within the Earth System in many different ways. Consumption, inequality, and population have increased extremely fast, especially since about 1950, threatening to overwhelm the many critical functions and ecosystems of the Earth System. Changes in the Earth System, in turn, have important feedback effects on the Human System, with costly and potentially serious consequences. However, current models do not incorporate these critical feedbacks. Here, we argue that in order to understand the dynamics of either system, Earth System Models must be coupled with Human System Models through bidirectional couplings representing the positive, negative, and delayed feedbacks that exist in the real systems. In particular, key Human System variables, such as demographics, inequality, economic growth, and migration, are not coupled with the Earth System but are instead driven by exogenous estimates, such as United Nations population projections.This makes current models likely to miss important feedbacks in the real Earth–Human system, especially those that may result in unexpected or counterintuitive outcomes, and thus requiring different policy interventions from current models. Lastly, the importance and imminence of sustainability challenges, the dominant role of the Human System in the Earth System, and the essential roles the Earth System plays for the Human System, all call for collaboration of natural scientists, social scientists, and engineers in multidisciplinary research and modeling to develop coupled Earth–Human system models for devising effective science-based policies and measures to benefit current and future generations.},
doi = {10.1093/nsr/nww081},
journal = {National Science Review},
number = 4,
volume = 3,
place = {United States},
year = {Sun Dec 11 00:00:00 EST 2016},
month = {Sun Dec 11 00:00:00 EST 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 108 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The Fertility Transition in Iran: Revolution and Reproduction
book, January 2009

  • Abbasi-Shavazi, Mohammad Jalal; McDonald, Peter; Hosseini-Chavoshi, Meimanat
  • Springer Dordrecht
  • DOI: 10.1007/978-90-481-3198-3

Case study: fertility decline in Iran
journal, April 2007


Investing in irrigation: Reviewing the past and looking to the future
journal, April 2010


Building neighborhood emerging properties and their impacts on multi-scale modeling of building energy and airflows
journal, September 2015


Assessment of regional trade and virtual water flows in China
journal, February 2007


Socio-ecological regime transitions in Austria and the United Kingdom
journal, March 2008


Considering the energy, water and food nexus: Towards an integrated modelling approach
journal, December 2011


Affluence drives the global displacement of land use
journal, April 2013


Economic and Social Benefits of Climate Information: Assessing the Cost of Inaction
journal, January 2010


Consumer emissions
journal, February 2010


A scenario analysis of China's land use and land cover change: incorporating biophysical information into input–output modeling
journal, December 2001


Forest loss and fragmentation in the Amazon: implications for wildlife conservation
journal, January 2000


Impact to Underground Sources of Drinking Water and Domestic Wells from Production Well Stimulation and Completion Practices in the Pavillion, Wyoming, Field
journal, March 2016

  • DiGiulio, Dominic C.; Jackson, Robert B.
  • Environmental Science & Technology, Vol. 50, Issue 8
  • DOI: 10.1021/acs.est.5b04970

Carbon Footprint of Nations: A Global, Trade-Linked Analysis
journal, August 2009

  • Hertwich, Edgar G.; Peters, Glen P.
  • Environmental Science & Technology, Vol. 43, Issue 16
  • DOI: 10.1021/es803496a

Distributional Effects of Climate Change Taxation: The Case of the UK
journal, May 2010

  • Feng, Kuishuang; Hubacek, Klaus; Guan, Dabo
  • Environmental Science & Technology, Vol. 44, Issue 10
  • DOI: 10.1021/es902974g

Detonator of the population explosion
journal, July 1999


Long-range energy forecasts are no more than fairy tales
journal, May 2008


Development: Time to leave GDP behind
journal, January 2014

  • Costanza, Robert; Kubiszewski, Ida; Giovannini, Enrico
  • Nature, Vol. 505, Issue 7483
  • DOI: 10.1038/505283a

Development: Slow down population growth
journal, February 2016


Agricultural sustainability and intensive production practices
journal, August 2002

  • Tilman, David; Cassman, Kenneth G.; Matson, Pamela A.
  • Nature, Vol. 418, Issue 6898
  • DOI: 10.1038/nature01014

Global patterns in human consumption of net primary production
journal, June 2004

  • Imhoff, Marc L.; Bounoua, Lahouari; Ricketts, Taylor
  • Nature, Vol. 429, Issue 6994
  • DOI: 10.1038/nature02619

Satellite-based estimates of groundwater depletion in India
journal, August 2009

  • Rodell, Matthew; Velicogna, Isabella; Famiglietti, James S.
  • Nature, Vol. 460, Issue 7258
  • DOI: 10.1038/nature08238

Approaching a state shift in Earth’s biosphere
journal, June 2012

  • Barnosky, Anthony D.; Hadly, Elizabeth A.; Bascompte, Jordi
  • Nature, Vol. 486, Issue 7401
  • DOI: 10.1038/nature11018

The global groundwater crisis
journal, October 2014


Regional population collapse followed initial agriculture booms in mid-Holocene Europe
journal, October 2013

  • Shennan, Stephen; Downey, Sean S.; Timpson, Adrian
  • Nature Communications, Vol. 4, Issue 1
  • DOI: 10.1038/ncomms3486

Drilling for Earthquakes
journal, June 2016


The Economics of Resources or the Resources of Economics
book, January 1974


Quantifying and mapping the human appropriation of net primary production in earth's terrestrial ecosystems
journal, July 2007

  • Haberl, H.; Erb, K. H.; Krausmann, F.
  • Proceedings of the National Academy of Sciences, Vol. 104, Issue 31
  • DOI: 10.1073/pnas.0704243104

Tipping elements in the Earth System
journal, December 2009

  • Schellnhuber, Hans Joachim
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 49
  • DOI: 10.1073/pnas.0911106106

Groundwater depletion and sustainability of irrigation in the US High Plains and Central Valley
journal, May 2012

  • Scanlon, B. R.; Faunt, C. C.; Longuevergne, L.
  • Proceedings of the National Academy of Sciences, Vol. 109, Issue 24
  • DOI: 10.1073/pnas.1200311109

Human health impacts of ecosystem alteration
journal, November 2013

  • Myers, S. S.; Gaffikin, L.; Golden, C. D.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 47
  • DOI: 10.1073/pnas.1218656110

The material footprint of nations
journal, September 2013

  • Wiedmann, Thomas O.; Schandl, Heinz; Lenzen, Manfred
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 20
  • DOI: 10.1073/pnas.1220362110

Species–fragmented area relationship
journal, July 2013

  • Hanski, Ilkka; Zurita, Gustavo A.; Bellocq, M. Isabel
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 31
  • DOI: 10.1073/pnas.1311491110

Climate change in the Fertile Crescent and implications of the recent Syrian drought
journal, March 2015

  • Kelley, Colin P.; Mohtadi, Shahrzad; Cane, Mark A.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 11
  • DOI: 10.1073/pnas.1421533112

Climate and infectious disease: Use of remote sensing for detection of Vibrio cholerae by indirect measurement
journal, February 2000

  • Lobitz, Brad; Beck, Louisa; Huq, Anwar
  • Proceedings of the National Academy of Sciences, Vol. 97, Issue 4
  • DOI: 10.1073/pnas.97.4.1438

The Heat Balance of the Earth's Surface
journal, January 1961


Comparison of Bottom-Up and Top-Down Approaches to Calculating the Water Footprints of Nations
journal, December 2011


Global scale climate–crop yield relationships and the impacts of recent warming
journal, March 2007


The use of multisource satellite and geospatial data to study the effect of urbanization on primary productivity in the United States
journal, January 2000

  • Stutzer, D. C.; Lawrence, W. T.; Tucker, C. J.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 38, Issue 6
  • DOI: 10.1109/36.885202

Forecasting Agriculturally Driven Global Environmental Change
journal, April 2001


Human Appropriation of Photosynthesis Products
journal, December 2001


More Intense, More Frequent, and Longer Lasting Heat Waves in the 21st Century
journal, August 2004


Domesticated Nature: Shaping Landscapes and Ecosystems for Human Welfare
journal, June 2007


Climate Trends and Global Crop Production Since 1980
journal, May 2011


Water in the Balance
journal, June 2013


World population stabilization unlikely this century
journal, September 2014


Climate Extremes: Observations, Modeling, and Impacts
journal, September 2000


After Paris: The rocky road ahead
journal, November 2015


Surface uplift and time-dependent seismic hazard due to fluid injection in eastern Texas
journal, September 2016


Observed Arctic sea-ice loss directly follows anthropogenic CO 2 emission
journal, November 2016


The impact of freedom on fertility decline
journal, January 2013

  • Campbell, Martha M.; Prata, Ndola; Potts, Malcolm
  • Journal of Family Planning and Reproductive Health Care, Vol. 39, Issue 1
  • DOI: 10.1136/jfprhc-2012-100405

An assessment of global and regional emissions of trace metals to the atmosphere from anthropogenic sources worldwide
journal, December 2001

  • Pacyna, J. M.; Pacyna, E. G.
  • Environmental Reviews, Vol. 9, Issue 4
  • DOI: 10.1139/a01-012

Operational Ensemble Prediction at the National Meteorological Center: Practical Aspects
journal, September 1993


Ensemble Forecasting at NMC: The Generation of Perturbations
journal, December 1993


SIMULATED CLIMATOLOGY OF A GENERAL CIRCULATION MODEL WITH A HYDROLOGIC CYCLE 1
journal, December 1965


The trajectory of the Anthropocene: The Great Acceleration
journal, July 2014


Soap Operas and Fertility: Evidence from Brazil
journal, October 2012

  • Ferrara, Eliana La; Chong, Alberto; Duryea, Suzanne
  • American Economic Journal: Applied Economics, Vol. 4, Issue 4
  • DOI: 10.1257/app.4.4.1

People on the Land: Changes in Global Population and Croplands during the 20thCentury
journal, May 2002

  • Ramankutty, Navin; Foley, Jonathan A.; Olejniczak, Nicholas J.
  • AMBIO: A Journal of the Human Environment, Vol. 31, Issue 3
  • DOI: 10.1579/0044-7447-31.3.251

Analysis of the effects of levee heightening on flood propagation: example of the River Po, Italy
journal, December 2009

  • Di Baldassarre, G.; Castellarin, A.; Brath, A.
  • Hydrological Sciences Journal, Vol. 54, Issue 6
  • DOI: 10.1623/hysj.54.6.1007

Stochastic representation of model uncertainties in the ECMWF Ensemble Prediction System
text, January 1999


Desired Fertility and the Impact of Population Policies
journal, March 1994

  • Pritchett, Lant H.
  • Population and Development Review, Vol. 20, Issue 1
  • DOI: 10.2307/2137629

The Allocation of Energy Resources
journal, January 1973

  • Nordhaus, William D.; Houthakker, Hendrik; Solow, Robert
  • Brookings Papers on Economic Activity, Vol. 1973, Issue 3
  • DOI: 10.2307/2534202

Computation of optimal unstable structures for a numerical weather prediction model
journal, January 1993

  • Buizzau, R.; Tribbia, J.; Molteni, F.
  • Tellus A: Dynamic Meteorology and Oceanography, Vol. 45, Issue 5
  • DOI: 10.3402/tellusa.v45i5.14901

Efficient parameter estimation for a highly chaotic system
journal, January 2004


Efficient Data Assimilation for Spatiotemporal Chaos: a Local Ensemble Transform Kalman Filter
preprint, January 2005


The role of spatial scale and background climate in the latitudinal temperature response to deforestation
journal, January 2016

  • Li, Yan; De Noblet-Ducoudré, Nathalie; Davin, Edouard L.
  • Earth System Dynamics, Vol. 7, Issue 1
  • DOI: 10.5194/esd-7-167-2016

Parameter estimation in an atmospheric GCM using the Ensemble Kalman Filter
journal, January 2005

  • Annan, J. D.; Lunt, D. J.; Hargreaves, J. C.
  • Nonlinear Processes in Geophysics, Vol. 12, Issue 3
  • DOI: 10.5194/npg-12-363-2005

Synchronized peak-rate years of global resources use
journal, January 2014

  • Seppelt, Ralf; Manceur, Ameur M.; Liu, Jianguo
  • Ecology and Society, Vol. 19, Issue 4
  • DOI: 10.5751/es-07039-190450

Works referencing / citing this record:

Fully Dynamic Input-Output/System Dynamics Modeling for Ecological-Economic System Analysis
journal, May 2018

  • Uehara, Takuro; Cordier, Mateo; Hamaide, Bertrand
  • Sustainability, Vol. 10, Issue 6
  • DOI: 10.3390/su10061765

Harnessing Insights from Social-Ecological Systems Research for Monitoring Sustainable Development
journal, February 2019

  • Selomane, Odirilwe; Reyers, Belinda; Biggs, Reinette
  • Sustainability, Vol. 11, Issue 4
  • DOI: 10.3390/su11041190

Improving the representation of anthropogenic CO2 emissions in climate models: impact of a new parameterization for the Community Earth System Model (CESM)
journal, January 2018

  • Navarro, Andrés; Moreno, Raúl; Tapiador, Francisco J.
  • Earth System Dynamics, Vol. 9, Issue 3
  • DOI: 10.5194/esd-9-1045-2018

Comparative Analysis of Sustainable Development Environmental Indicators Between Worldwide, Portugal and Brazil and Between two Universities within these Countries
journal, May 2020


Foresight is required to enforce sustainability under time-delayed biodiversity loss
journal, May 2017

  • Lafuite, A. -S.; de Mazancourt, C.; Loreau, M.
  • Proceedings B
  • DOI: 10.1101/144444