Spatio-temporal dynamics of rainfall erosivity due to climate change in Cameron Highlands, Malaysia
被引:10
作者:
Nasidi, Nuraddeen Mukhtar
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机构:
Univ Putra Malaysia, Dept Biol & Agr Engn, Fac Engn, Serdang 43300, Selangor Darul, Malaysia
Bayero Univ Kano, Dept Agr & Environm Engn, Gwarzo Rd,PMB 3011, Kano, NigeriaUniv Putra Malaysia, Dept Biol & Agr Engn, Fac Engn, Serdang 43300, Selangor Darul, Malaysia
Nasidi, Nuraddeen Mukhtar
[1
,2
]
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机构:
Wayayok, Aimrun
[1
,3
]
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Abdullah, Ahmad Fikri
[1
,3
]
Kassim, Muhamad Saufi Mohd
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Dept Biol & Agr Engn, Fac Engn, Serdang 43300, Selangor Darul, Malaysia
Univ Putra Malaysia, SMART Farming Technol Res Ctr, Fac Engn, Serdang 43300, Selangor, MalaysiaUniv Putra Malaysia, Dept Biol & Agr Engn, Fac Engn, Serdang 43300, Selangor Darul, Malaysia
Kassim, Muhamad Saufi Mohd
[1
,3
]
机构:
[1] Univ Putra Malaysia, Dept Biol & Agr Engn, Fac Engn, Serdang 43300, Selangor Darul, Malaysia
Rainfall erosivity is one of the main factors of soil erosion that is expected to change as climate variables alter and impact soil conservation policies significantly. It is important to understand the potential trends in rainfall erosivity and its impacts on the environment, especially in tropical areas where severe rainfall is expected to continue to rise. This study aimed to project spatial and temporal rainfall erosivity factor using ensemble Global Circulation Models (GCMs). The study employed 20 GCMs, four RCPs scenarios, and two projection timescales (2050s and 2080s). The erosivity factor was determined by integrating baseline rainfall intensity with Modified Fournier Index (MFI). The values of erosivity were then interpolated using GIS software, and thematic maps were generated for these variables. The result shows 92% coefficient of determination between observed and simulated rainfalls. The ensemble model revealed that the MAE, SE and RMSE are 0.1487, 1.3692 and 1.2499, respectively. The relative increment of rainfall erosivity ranged from 4.7% to 122% with the highest value of 6292 MJmmha(-1) hr(-1) yr(-1)by 2080s at Kg. Raja sub-basin located at North-Western part of the watershed. Similarly, the peak flow response through Ringlet river was expected to increase in the range of 4.72-35.8% with peak discharge in December by 2080s under RCP8.5 emission scenario. This study disclosed a potential increase in rainfall erosivity, and availability of water resources influenced by climate change which require appropriate conservation strategies.
机构:
ZHL Engineers Sdn Bhd, Presint Diplomatik 15, Putrajaya 62502, Wilayah Perseku, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
Hazari, K.
Sidek, L. Mohd
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Latihan Sultan Ahmad Shah, Kajang 43000, Selangor, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
Sidek, L. Mohd
Selamat, Zalilah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Latihan Sultan Ahmad Shah, Kajang 43000, Selangor, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Yili Stn Watershed Ecosyst Studies, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Li, Lanhai
Egbinola, Christiana N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ibadan, Dept Geog, Ibadan, Oyo State, NigeriaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Egbinola, Christiana N.
Obarein, Omon A.
论文数: 0引用数: 0
h-index: 0
机构:
Kent State Univ, Dept Geog, 325 S Lincoln St, Kent, OH 44242 USAChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Obarein, Omon A.
Mupenzi, Christophe
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Univ Lay Adventists Kigali UNILAK, POB 6392, Kigali, RwandaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Mupenzi, Christophe
Chen, Ditao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Anandhi, Aavudai
Frei, Allan
论文数: 0引用数: 0
h-index: 0
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
CUNY Hunter Coll, Dept Geog, New York, NY 10021 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Frei, Allan
Pierson, Donald C.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Pierson, Donald C.
Schneiderman, Elliot M.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Schneiderman, Elliot M.
Zion, Mark S.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Zion, Mark S.
Lounsbury, David
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Lounsbury, David
Matonse, Adao H.
论文数: 0引用数: 0
h-index: 0
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
机构:
Univ Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, MalaysiaUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Araji, Hamidreza Ahmadzadeh
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机构:
Wayayok, Aimrun
Bavani, Alireza Massah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Coll Abureyhan, Dept Irrigat & Drainage Engn, Tehran, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Bavani, Alireza Massah
Amiri, Ebrahim
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Water Engn, Lahijan Branch, Lahijan, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Amiri, Ebrahim
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Abdullah, Ahmad Fikri
Daneshian, Jahanfar
论文数: 0引用数: 0
h-index: 0
机构:
Seed & Plant Improvement Inst, Dept Oil Seed Crops, Karaj, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Daneshian, Jahanfar
Teh, C. B. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Fac Agr, Dept Land Management, Serdang 43400, Selangor Darul, MalaysiaUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
机构:
ZHL Engineers Sdn Bhd, Presint Diplomatik 15, Putrajaya 62502, Wilayah Perseku, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
Hazari, K.
Sidek, L. Mohd
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Latihan Sultan Ahmad Shah, Kajang 43000, Selangor, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
Sidek, L. Mohd
Selamat, Zalilah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Latihan Sultan Ahmad Shah, Kajang 43000, Selangor, MalaysiaFac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Yili Stn Watershed Ecosyst Studies, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Li, Lanhai
Egbinola, Christiana N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ibadan, Dept Geog, Ibadan, Oyo State, NigeriaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Egbinola, Christiana N.
Obarein, Omon A.
论文数: 0引用数: 0
h-index: 0
机构:
Kent State Univ, Dept Geog, 325 S Lincoln St, Kent, OH 44242 USAChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Obarein, Omon A.
Mupenzi, Christophe
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Univ Lay Adventists Kigali UNILAK, POB 6392, Kigali, RwandaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Mupenzi, Christophe
Chen, Ditao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, 818 South Beijing Rd, Urumqi 830011, Xinjiang, Peoples R China
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Anandhi, Aavudai
Frei, Allan
论文数: 0引用数: 0
h-index: 0
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
CUNY Hunter Coll, Dept Geog, New York, NY 10021 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Frei, Allan
Pierson, Donald C.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Pierson, Donald C.
Schneiderman, Elliot M.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Schneiderman, Elliot M.
Zion, Mark S.
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Zion, Mark S.
Lounsbury, David
论文数: 0引用数: 0
h-index: 0
机构:
New York City Dept Environm Protect, Water Qual Modeling Grp, Kingston, NY 12401 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
Lounsbury, David
Matonse, Adao H.
论文数: 0引用数: 0
h-index: 0
机构:
CUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USACUNY, CUNY Inst Sustainable Cities, New York, NY 10065 USA
机构:
Univ Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, MalaysiaUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Araji, Hamidreza Ahmadzadeh
论文数: 引用数:
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机构:
Wayayok, Aimrun
Bavani, Alireza Massah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Coll Abureyhan, Dept Irrigat & Drainage Engn, Tehran, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Bavani, Alireza Massah
Amiri, Ebrahim
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Water Engn, Lahijan Branch, Lahijan, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Amiri, Ebrahim
论文数: 引用数:
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机构:
Abdullah, Ahmad Fikri
Daneshian, Jahanfar
论文数: 0引用数: 0
h-index: 0
机构:
Seed & Plant Improvement Inst, Dept Oil Seed Crops, Karaj, IranUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia
Daneshian, Jahanfar
Teh, C. B. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Fac Agr, Dept Land Management, Serdang 43400, Selangor Darul, MalaysiaUniv Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor Darul, Malaysia