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Title: Hydrologic calibration of paired watersheds using a MOSUM approach

Abstract

Paired watershed studies have historically been used to quantify hydrologic effects of land use and management practices by concurrently monitoring two neighboring watersheds (a control and a treatment) during the calibration (pre-treatment) and post-treatment periods. This study characterizes seasonal water table and flow response to rainfall during the calibration period and tests a change detection technique of moving sums of recursive residuals (MOSUM) to select calibration periods for each control-treatment watershed pair when the regression coefficients for daily water table elevation (WTE) were most stable to reduce regression model uncertainty. The control and treatment watersheds included 1–3 year intensively managed loblolly pine ( Pinus taeda L.) with natural understory, same age loblolly pine intercropped with switchgrass ( Panicum virgatum), 14–15 year thinned loblolly pine with natural understory (control), and switchgrass only. Although monitoring during the calibration period spanned 2009 to 2012, silvicultural operational practices that occurred during this period such as harvesting of existing stand and site preparation for pine and switchgrass establishment may have acted as external factors, potentially shifting hydrologic calibration relationships between control and treatment watersheds. Results indicated that MOSUM was able to detect significant changes in regression parameters for WTE due to silvicultural operations. This approachmore » also minimized uncertainty of calibration relationships which could otherwise mask marginal treatment effects. All calibration relationships developed using this MOSUM method were quantifiable, strong, and consistent with Nash–Sutcliffe Efficiency (NSE) greater than 0.97 for WTE and NSE greater than 0.92 for daily flow, indicating its applicability for choosing calibration periods of paired watershed studies.« less

Authors:
 [1];  [2];  [3];  [4];  [4];  [3];  [5];  [4];  [4];  [4]
  1. Argonne National Lab. (ANL), Argonne, IL (United States)
  2. Center for Forested Wetlands Research, USDA-FS, Cordesville, SC (United States)
  3. Univ. of Georgia, Athens (United States)
  4. North Carolina State Univ., Raleigh, NC (United States)
  5. Weyerhaeuser Co., Columbus, MS (united States)
Publication Date:
Research Org.:
Argonne National Lab. (ANL), Argonne, IL (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1209263
Grant/Contract Number:
AC02-06CH11357
Resource Type:
Journal Article: Accepted Manuscript
Journal Name:
Hydrology and Earth System Sciences Discussions (Online)
Additional Journal Information:
Journal Name: Hydrology and Earth System Sciences Discussions (Online); Journal Volume: 12; Journal Issue: 1; Journal ID: ISSN 1812-2116
Publisher:
European Geosciences Union (EGU)
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES; 54 ENVIRONMENTAL SCIENCES

Citation Formats

Ssegane, H., Amatya, D. M., Muwamba, A., Chescheir, G. M., Appelboom, T., Tollner, E. W., Nettles, J. E., Youssef, M. A., Birgand, F., and Skaggs, R. W. Hydrologic calibration of paired watersheds using a MOSUM approach. United States: N. p., 2015. Web. doi:10.5194/hessd-12-245-2015.
Ssegane, H., Amatya, D. M., Muwamba, A., Chescheir, G. M., Appelboom, T., Tollner, E. W., Nettles, J. E., Youssef, M. A., Birgand, F., & Skaggs, R. W. Hydrologic calibration of paired watersheds using a MOSUM approach. United States. doi:10.5194/hessd-12-245-2015.
Ssegane, H., Amatya, D. M., Muwamba, A., Chescheir, G. M., Appelboom, T., Tollner, E. W., Nettles, J. E., Youssef, M. A., Birgand, F., and Skaggs, R. W. Fri . "Hydrologic calibration of paired watersheds using a MOSUM approach". United States. doi:10.5194/hessd-12-245-2015. https://www.osti.gov/servlets/purl/1209263.
@article{osti_1209263,
title = {Hydrologic calibration of paired watersheds using a MOSUM approach},
author = {Ssegane, H. and Amatya, D. M. and Muwamba, A. and Chescheir, G. M. and Appelboom, T. and Tollner, E. W. and Nettles, J. E. and Youssef, M. A. and Birgand, F. and Skaggs, R. W.},
abstractNote = {Paired watershed studies have historically been used to quantify hydrologic effects of land use and management practices by concurrently monitoring two neighboring watersheds (a control and a treatment) during the calibration (pre-treatment) and post-treatment periods. This study characterizes seasonal water table and flow response to rainfall during the calibration period and tests a change detection technique of moving sums of recursive residuals (MOSUM) to select calibration periods for each control-treatment watershed pair when the regression coefficients for daily water table elevation (WTE) were most stable to reduce regression model uncertainty. The control and treatment watersheds included 1–3 year intensively managed loblolly pine (Pinus taeda L.) with natural understory, same age loblolly pine intercropped with switchgrass (Panicum virgatum), 14–15 year thinned loblolly pine with natural understory (control), and switchgrass only. Although monitoring during the calibration period spanned 2009 to 2012, silvicultural operational practices that occurred during this period such as harvesting of existing stand and site preparation for pine and switchgrass establishment may have acted as external factors, potentially shifting hydrologic calibration relationships between control and treatment watersheds. Results indicated that MOSUM was able to detect significant changes in regression parameters for WTE due to silvicultural operations. This approach also minimized uncertainty of calibration relationships which could otherwise mask marginal treatment effects. All calibration relationships developed using this MOSUM method were quantifiable, strong, and consistent with Nash–Sutcliffe Efficiency (NSE) greater than 0.97 for WTE and NSE greater than 0.92 for daily flow, indicating its applicability for choosing calibration periods of paired watershed studies.},
doi = {10.5194/hessd-12-245-2015},
journal = {Hydrology and Earth System Sciences Discussions (Online)},
number = 1,
volume = 12,
place = {United States},
year = {Fri Jan 09 00:00:00 EST 2015},
month = {Fri Jan 09 00:00:00 EST 2015}
}

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