Weather research and forecasting (WRF)
hydrological model;
Land use land cover change (LULCC);
Streamflow;
Savanna;
Grassland;
HYDROLOGICAL IMPACT;
DATA ASSIMILATION;
WATER-RESOURCES;
CLIMATE;
RUNOFF;
MODEL;
FLOW;
EVAPOTRANSPIRATION;
DEFORESTATION;
REFORESTATION;
D O I:
10.1016/j.heliyon.2022.e09779
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
This research investigated the effects of Land Use Land Cover Change (LULCC) over the Sokoto Rima River Basin (SRRB) using a setup of Weather Research and Forecasting (WRF) atmospheric model to generate the parameters to force WRF hydrological (WRF-Hydro) model which comprises of a parent domain at 12km horizontal reso-lution with an updated MODIS Land Use (LU) data and the nested domain at 4km resolution which focuses on the SRRB. The calibration of the model was done by modifying the infiltration and the Manning's roughness pa-rameters. WRF-Hydro model was used to run simulations with the control LU and five different LU scenarios generated for Urban (Ur), Grassland (Gr), Savanna (Sa), Forest (Fr) and Barren (Ba). For the period analysed, simulation with Gr scenario increased streamflow in all the forecast points, while the Sa decreases it. A strong correlation was noted between the input precipitation and streamflow for all LU scenarios, and a significant Specific Discharge to Rainfall (SDR) for Ur, Fr and Ba scenarios. There was an increase in streamflow in the dry period due to afforestation and a decrease due to deforestation. Areas where grasslands were converted into savanna showed a little increase in evapotranspiration ET. There was more ET for the Sa scenario than the Gr scenario in the wet period, while there was more ET in the dry period for Gr scenario than it is for the Sa scenario. The study has shown that ET is a major factor to changes in streamflow due to LU changes over the basin. The sensitivity of the model to LULCC is reasonable, but more research is recommended to compare results with different hydrological model popularly used for LULCC impact studies.
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Univ Arizona, Tucson, AZ 85738 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Niu, Guo-Yue
Yang, Zong-Liang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Yang, Zong-Liang
Mitchell, Kenneth E.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Mitchell, Kenneth E.
Chen, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Chen, Fei
Ek, Michael B.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Ek, Michael B.
Barlage, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Barlage, Michael
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Hydrol Sci Branch, Greenbelt, MD 20771 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Kumar, Anil
Manning, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Manning, Kevin
Niyogi, Dev
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Agron, W Lafayette, IN 47907 USA
Purdue Univ, Dept Earth & Atmospher Sci, W Lafayette, IN 47907 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Niyogi, Dev
Rosero, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Rosero, Enrique
Tewari, Mukul
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Tewari, Mukul
Xia, Youlong
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
机构:
Univ Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Consejo Nacl Invest Cient & Tecn, RA-5700 San Luis, Argentina
Univ Nacl Entre Rios, Fac Ciencias Agropecuarias, Catedra Climatol Agricola, Oro Verde, Argentina
Univ Nacl San Luis, FICES, Dept Agron, RA-5700 San Luis, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Nosetto, M. D.
Jobbagy, E. G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Consejo Nacl Invest Cient & Tecn, RA-5700 San Luis, Argentina
Univ Nacl San Luis, FICES, Dept Agron, RA-5700 San Luis, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Jobbagy, E. G.
Brizuela, A. B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Entre Rios, Fac Ciencias Agropecuarias, Catedra Climatol Agricola, Oro Verde, Argentina
Consejo Nacl Invest Cient & Tecn, Ctr Invest Cient & Transferencia Tecnol Prod, Diamante, Entre Rios, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Brizuela, A. B.
Jackson, R. B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Biol, Durham, NC USA
Duke Univ, Nicholas Sch Environm & Earth Sci, Durham, NC USA
Duke Univ, Ctr Global Change, Durham, NC USAUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
机构:
Smithsonian Trop Res Inst, Balboa, Ancon, Panama
US Geol Survey, Boulder, CO USAUniv Wyoming, Civil & Architectural Engn Dept, Laramie, WY 82071 USA
Stallard, Robert F.
Hall, Jefferson S.
论文数: 0引用数: 0
h-index: 0
机构:
Smithsonian Trop Res Inst, Balboa, Ancon, PanamaUniv Wyoming, Civil & Architectural Engn Dept, Laramie, WY 82071 USA
机构:
Univ Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Oliveira, Paulo Tarso S.
Nearing, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Nearing, Mark A.
Moran, M. Susan
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Moran, M. Susan
Goodrich, David C.
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Goodrich, David C.
Wendland, Edson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, BrazilUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Wendland, Edson
Gupta, Hoshin V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Hydrol & Water Resources, Tucson, AZ 85721 USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Univ Arizona, Tucson, AZ 85738 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Niu, Guo-Yue
Yang, Zong-Liang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Yang, Zong-Liang
Mitchell, Kenneth E.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Mitchell, Kenneth E.
Chen, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Chen, Fei
Ek, Michael B.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Ek, Michael B.
Barlage, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Barlage, Michael
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Hydrol Sci Branch, Greenbelt, MD 20771 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Kumar, Anil
Manning, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Manning, Kevin
Niyogi, Dev
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Agron, W Lafayette, IN 47907 USA
Purdue Univ, Dept Earth & Atmospher Sci, W Lafayette, IN 47907 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Niyogi, Dev
Rosero, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Rosero, Enrique
Tewari, Mukul
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Tewari, Mukul
Xia, Youlong
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USAUniv Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
机构:
Univ Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Consejo Nacl Invest Cient & Tecn, RA-5700 San Luis, Argentina
Univ Nacl Entre Rios, Fac Ciencias Agropecuarias, Catedra Climatol Agricola, Oro Verde, Argentina
Univ Nacl San Luis, FICES, Dept Agron, RA-5700 San Luis, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Nosetto, M. D.
Jobbagy, E. G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Consejo Nacl Invest Cient & Tecn, RA-5700 San Luis, Argentina
Univ Nacl San Luis, FICES, Dept Agron, RA-5700 San Luis, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Jobbagy, E. G.
Brizuela, A. B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Entre Rios, Fac Ciencias Agropecuarias, Catedra Climatol Agricola, Oro Verde, Argentina
Consejo Nacl Invest Cient & Tecn, Ctr Invest Cient & Transferencia Tecnol Prod, Diamante, Entre Rios, ArgentinaUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
Brizuela, A. B.
Jackson, R. B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Biol, Durham, NC USA
Duke Univ, Nicholas Sch Environm & Earth Sci, Durham, NC USA
Duke Univ, Ctr Global Change, Durham, NC USAUniv Nacl San Luis, Inst Matemat Aplicada San Luis, Grp Estudios Ambientales, RA-5700 San Luis, Argentina
机构:
Smithsonian Trop Res Inst, Balboa, Ancon, Panama
US Geol Survey, Boulder, CO USAUniv Wyoming, Civil & Architectural Engn Dept, Laramie, WY 82071 USA
Stallard, Robert F.
Hall, Jefferson S.
论文数: 0引用数: 0
h-index: 0
机构:
Smithsonian Trop Res Inst, Balboa, Ancon, PanamaUniv Wyoming, Civil & Architectural Engn Dept, Laramie, WY 82071 USA
机构:
Univ Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Oliveira, Paulo Tarso S.
Nearing, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Nearing, Mark A.
Moran, M. Susan
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Moran, M. Susan
Goodrich, David C.
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Southwest Watershed Res Ctr, Tucson, AZ USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Goodrich, David C.
Wendland, Edson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, BrazilUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil
Wendland, Edson
Gupta, Hoshin V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Hydrol & Water Resources, Tucson, AZ 85721 USAUniv Sao Paulo, Dept Hydraul & Sanit Engn, Sao Paulo, Brazil