Agricultural Systems Research Unit Site Logo
ARS Home About Us Helptop nav spacerContact Us En Espanoltop nav spacer
Printable VersionPrintable Version     E-mail this pageE-mail this page
Agricultural Research Service United States Department of Agriculture
Search
  Advanced Search
 
Programs and Projects
Subjects of Investigation
 

Research Project: ENHANCED SYSTEM MODELS AND DECISION SUPPORT TOOLS TO OPTIMIZE WATER LIMITED AGRICULTURE

Location: Agricultural Systems Research Unit

Title: Using the response surface method for empirical tradeoffs between economics and the environment at the farm level

Authors
item Fathelrahman, Eihab -
item Ascough, James
item Hoag, Dana -
item Malone, Robert
item Kanwar, Ramesh -
item Ahuja, Lajpat

Submitted to: Trade Journal Publication
Publication Type: Peer Reviewed Journal
Publication Acceptance Date: February 25, 2013
Publication Date: N/A

Interpretive Summary: Increase in N use has been associated with the impairment of U.S. streams, lakes, and aquifers. The objective of this research was to develop an integrated farm-level economic and risk analysis framework for tradeoff analysis between farm profitability and environmental externalities. We used field data from experimental treatments carried out from 1990-2003 on 36 0.4-ha plots at the Northeast Iowa Agricultural Research and Demonstration Farm in Nashua, IA USA. Experimental data were used to estimate an economic budget for each plot in order to assess costs and profitability (gross margin). A constrained Response Surface Method (RSM), including selected optimization algorithms, was employed to find the optimum surface regions of corn and soybean profitability subject to two constraints representing environmental externalities - N measured in tile drainage and total N measured in the soil profile from each experimental plot. Results indicated that there was no one single point of optimal tradeoff between economics and the environment, and that tradeoffs between a farmer’s profit and environmental externalities vary significantly depending on the choice of crop, crop rotation, and tillage system.

Technical Abstract: United States farmers typically spend over $10 billion annually on commercial fertilizer. Chemical inputs such as nitrogen (N) are essential for maintaining crop yields; however, farmers may apply excessive N inputs as an insurance policy. Nitrogen fertilizer consumption in the U.S. quadrupled from 3 metric million tons in 1961 to over 12 metric million tons in 2004, and per ha N fertilizer use also quadrupled (from 20 kg/ha to 87 kg/ha) during the same period. Increase in N use has been associated with the impairment of U.S. streams, lakes, and aquifers. The objective of this research was to develop an integrated farm-level economic and risk analysis framework for tradeoff analysis between farm profitability and environmental externalities. We used field data from experimental treatments carried out from 1990-2003 on 36 0.4-ha plots at the Northeast Iowa Agricultural Research and Demonstration Farm in Nashua, IA USA. Experimental data were used to estimate an economic budget for each plot in order to assess costs and profitability (gross margin). A constrained Response Surface Method (RSM), including selected optimization algorithms (i.e., steepest descent or ascent), was employed to find the optimum surface regions of corn and soybean profitability subject to two constraints representing environmental externalities - N measured in tile drainage and total N measured in the soil profile from each experimental plot. Results indicated that there was no one single point of optimal tradeoff between economics and the environment, and that tradeoffs between a farmer’s profit and environmental externalities vary significantly depending on the choice of crop, crop rotation, and tillage system.

   

 
Project Team
Ma, Liwang
Ahuja, Lajpat - Laj
Ascough, James
McMaster, Gregory - Greg
Green, Timothy
 
Publications
   Publications
 
Related National Programs
  Water Availability and Water Management (211)
  Agricultural System Competitiveness and Sustainability (216)
 
Related Projects
   DEVELOP KNOWLEDGE BASE AND QUANTITATIVE TOOLS FOR OPTIMAL CROPS AND MGMT PRACTICES FOR VARIABLE LTD WATER CONDITIONS IN THE GREAT PLAINS
   RESEARCH AND MODIFY RZWQM2 MODEL FOR SIMULATING PESTICIDE TRANSPORT AND FATE IN SURFACE WATER FROM CALIFORNIA AGRICULTURAL FIELDS
   ENHANCED SYSTEM MODELS, MANAGEMENT AND CULTIVAR ADAPTATIONS TO LIMITED WATER AND CLIMATE CHANGE, AND TOOLS FOR PRECISION MANAGEMENT
 
 
Last Modified: 05/20/2013
ARS Home | USDA.gov | Site Map | Policies and Links 
FOIA | Accessibility Statement | Privacy Policy | Nondiscrimination Statement | Information Quality | USA.gov | White House