Carbon dynamics and land-use choices: building a regional-scale multidisciplinary model.

Policy enabling tropical forests to approach their potential contribution to global-climate-change mitigation requires forecasts of land use and carbon storage on a large scale over long periods. In this paper, we present an integrated modeling methodology that addresses these needs. We model the dynamics of the human land-use system and of C pools contained in each ecosystem, as well as their interactions. The model is national scale, and is currently applied in a preliminary way to Costa Rica using data spanning a period of over 50 years. It combines an ecological process model, parameterized using field and other data, with an economic model, estimated using historical data to ensure a close link to actual behavior. These two models are linked so that ecological conditions affect land-use choices and vice versa. The integrated model predicts land use and its consequences for C storage for policy scenarios. These predictions can be used to create baselines, reward sequestration, and estimate the value in both environmental and economic terms of including C sequestration in tropical forests as part of the efforts to mitigate global climate change. The model can also be used to assess the benefits from costly activities to increase accuracy and thus reduce errors and their societal costs.

[1]  I. C. Prentice,et al.  An integrated biosphere model of land surface processes , 1996 .

[2]  William J. Parton,et al.  Comparison of laboratory and modeling simulation methods for estimating soil carbon pools in tropical forest soils , 1994 .

[3]  R. Birdsey,et al.  Costs of creating carbon sinks in the U.S. , 1993 .

[4]  M. Rothschild,et al.  Increasing risk: I. A definition , 1970 .

[5]  Adam B. Jaffe,et al.  Unintended Impacts of Public Investments on Private Decisions: The Depletion of Forested Wetlands , 1990 .

[6]  A. Venables,et al.  The Spatial Economy: Cities, Regions, and International Trade , 1999 .

[7]  Leif T. Jensen,et al.  A comparison of the performance of nine soil organic matter models using datasets from seven long-term experiments , 1997 .

[8]  梅村 恭司 Andrew S.Tanenbaum 著, "Operating systems, Design and implementation", PRENTICE-HALL, INC., Englewood Cliffs, B5変形判, 719p., \4,120 , 1988 .

[9]  James P. LeSage,et al.  “Theory and Practice of Spatial Econometrics” , 2015 .

[10]  William H. Schlesinger,et al.  Changes in Soil Carbon Storage and Associated Properties with Disturbance and Recovery , 1986 .

[11]  W. Parton,et al.  A general model for soil organic matter dynamics: sensitivity to litter chemistry, texture and management. , 1994 .

[12]  Thomas Mauldin,et al.  An Econometric Analysis of the Costs of Sequestering Carbon in Forests , 1999 .

[13]  Tony Lancaster,et al.  The Econometric Analysis of Transition Data. , 1992 .

[14]  Garth Saloner,et al.  Digitized by the Internet Archive in 2011 with Funding from Adoption of Technologies Uith Network Effects: an Empirical Examination of the Adoption of Automated Teller Machines , 2022 .

[15]  Robert N. Stavins,et al.  The Costs of Carbon Sequestration: A Revealed-Preference Approach , 1999 .

[16]  Philip W. Gassman,et al.  Metamodeling Approach to Evaluate Agricultural Policy Impact on Soil Degradation in Western Canada (A) , 1996 .

[17]  Robert J. Scholes,et al.  Observations and modeling of biomass and soil organic matter dynamics for the grassland biome worldwide , 1993 .

[18]  R. Detwiler,et al.  Land use change and the global carbon cycle: the role of tropical soils , 1986 .

[19]  P. Zarembka Frontiers in econometrics , 1973 .

[20]  Shuguang Liu,et al.  Model simulation of changes in N2O and NO emissions with conversion of tropical rain forests to pastures in the Costa Rican Atlantic Zone , 1999 .

[21]  W. Parton,et al.  Analysis of factors controlling soil organic matter levels in Great Plains grasslands , 1987 .

[22]  Vemap Participants Vegetation/ecosystem modeling and analysis project: Comparing biogeography and biogeochemistry models in a continental-scale study of terrestrial ecosystem responses to climate change and CO2 doubling , 1995 .

[23]  G. Robertson,et al.  Nitrogen Transformations Following Tropical Forest Felling and Burning on a Volcanic Soil , 1987 .

[24]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[25]  A. Pfaff,et al.  The Dynamics of Deforestation and the Supply of Carbon Sequestration : Illustrative Results from Costa Rica , 2002 .

[26]  J. Kauffman,et al.  Dynamics of Aboveground and Soil Carbon and Nitrogen Stocks and Cycling of Available Nitrogen along a Land-use Gradient in Rondônia, Brazil , 2002, Ecosystems.

[27]  How Can Carbon Sequestration in Tropical Forests be Rewarded ? Evidence from Costa Rica , 2002 .

[28]  K. Paustian,et al.  Economic Analysis of Agricultural Soil Carbon Sequestration: An Integrated Assessment Approach , 2001 .

[29]  Robert Mendelsohn,et al.  Forest Management, Conservation, and Global Timber Markets , 1999 .

[30]  Alexander Strickland Pfaff Talikoff What Drives Deforestation in the Brazilian Amazon? Evidence from Satellite and Socioeconomic Data , 1996 .

[31]  Peter Roebeling,et al.  Spatial equilibrium modeling for inter-regional trade flow estimation and agricultural policy analysis in Costa Rica , 1999 .

[32]  E. Veldkamp Organic Carbon Turnover in Three Tropical Soils under Pasture after Deforestation , 1994 .

[33]  A. Prasad,et al.  Geographical distributions of carbon in biomass and soils of tropical Asian forests , 1993 .

[34]  L. Holdridge Life zone ecology. , 1967 .

[35]  A. Pfaff What drives deforestation in the Brazilian Amazon? Evidence from satellite and socioeconomic data , 1997 .

[36]  R. Sanford,et al.  Effects of Recent Land‐Use Practices on Soil Nutrients and Succession under Tropical Wet Forest in Costa Rica , 1995 .

[37]  Arturo Sanchez,et al.  The Dynamics of Deforestation: evidence from Costa Rica , 2000 .

[38]  Shuguang Liu,et al.  Simulation of nitrous oxide and nitric oxide emissions from tropical primary forests in the Costa Rican Atlantic Zone , 2000, Environ. Model. Softw..

[39]  J. Proctor,et al.  CHANGES IN SOIL NITROGEN-MINERALIZATION AND NITRIFICATION ALONG AN ALTITUDINAL TRANSECT IN TROPICAL RAIN FOREST IN COSTA RICA , 1988 .

[40]  Jeffrey Q. Chambers,et al.  TROPICAL FORESTS : AN EVALUATION AND SYNTHESIS OF EXISTING FIELD DATA , 2022 .

[41]  J. Boone Kauffman,et al.  BIOMASS, CARBON, AND NUTRIENT DYNAMICS OF SECONDARY FORESTS IN A HUMID TROPICAL REGION OF MÉXICO , 1999 .

[42]  J. Ewel,et al.  Slash and burn impacts on a Costa Rican wet forest site , 1981 .

[43]  Shuguang Liu,et al.  Tropical Forest Protection, Uncertainty, and the Environmental Integrity of Carbon Mitigation Policies , 2004 .

[44]  M. Keller,et al.  Tropical rain forest conversion to pasture: Changes in vegetation and soil properties , 1994 .

[45]  W. Parton,et al.  Equilibration of the terrestrial water, nitrogen, and carbon cycles. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[46]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .

[47]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[48]  Thomas R. Loveland,et al.  Contemporary Carbon Dynamics in Terrestrial Ecosystems in the Southeastern Plains of the United States , 2004 .

[49]  W. Parton,et al.  Soil pH and organic C dynamics in tropical forest soils : evidence from laboratory and simulation studies , 1995 .

[50]  Suzi Kerr,et al.  Policy-Induced Technology Adoption: Evidence from the U.S. Lead Phasedown , 2001 .

[51]  J. R. Trabalka,et al.  The Changing Carbon Cycle: A Global Analysis , 1986 .

[52]  Kenneth G. Gerow,et al.  Historical and future land use effects on N2O and NO emissions using an ensemble modeling approach: Costa Rica's Caribbean lowlands as an example , 2002 .

[53]  Roberto C. Izaurralde,et al.  Monitoring and Verifying Changes of Organic Carbon in Soil , 2001 .

[54]  Thomas H. Painter,et al.  Climatic, edaphic, and biotic controls over storage and turnover of carbon in soils , 1994 .

[55]  J. Shapiro Operating System Design and Implementation Libre Software Meeting 2005 , .

[56]  R. F. Hughes,et al.  The Kyoto protocol and payments for tropical forest: An interdisciplinary method for estimating carbon-offset supply and increasing the feasibility of a carbon market under the CDM , 2000 .

[57]  Houghton,et al.  The U.S. Carbon budget: contributions from land-Use change , 1999, Science.