The potential habitat of desert locusts is contracting: predictions under climate change scenarios
被引:19
作者:
Guan, Jingyun
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ Finance & Econ, Coll Tourism, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Guan, Jingyun
[1
,2
,3
]
Li, Moyan
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Li, Moyan
[1
,2
]
Ju, Xifeng
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Ju, Xifeng
[1
,2
]
Lin, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Locust & Rodent Control Headquarters Xinjiang, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Lin, Jun
[4
]
Wu, Jianguo
论文数: 0引用数: 0
h-index: 0
机构:
Locust & Rodent Control Headquarters Xinjiang, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Wu, Jianguo
[4
]
Zheng, Jianghua
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Xinjiang, Peoples R China
Xinjiang Univ, Inst Arid Ecol & Environm, Urumqi, Xinjiang, Peoples R ChinaXinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
Zheng, Jianghua
[1
,2
,5
]
机构:
[1] Xinjiang Univ, Coll Resources & Environm Sci, Urumqi, Xinjiang, Peoples R China
[2] Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Xinjiang, Peoples R China
[3] Xinjiang Univ Finance & Econ, Coll Tourism, Urumqi, Xinjiang, Peoples R China
[4] Locust & Rodent Control Headquarters Xinjiang, Urumqi, Xinjiang, Peoples R China
[5] Xinjiang Univ, Inst Arid Ecol & Environm, Urumqi, Xinjiang, Peoples R China
来源:
PEERJ
|
2021年
/
9卷
基金:
中国国家自然科学基金;
关键词:
Potential habitat;
Shared socioeconomic pathways;
Climate change;
Maximum entropy;
Desert locust;
SPECIES DISTRIBUTION MODELS;
GEOGRAPHICAL-DISTRIBUTION;
DISTRIBUTIONS;
PERFORMANCE;
ORTHOPTERA;
INDICATOR;
SELECTION;
ACCURACY;
PLAGUE;
EXTENT;
D O I:
10.7717/peerj.12311
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:
Desert locusts are notorious for their widespread distribution and strong destructive power. Their influence extends from the vast arid and semiarid regions of western Africa to northwestern India. Large-scale locust outbreaks can have devastating consequences for food security, and their social impact may be long-lasting. Climate change has increased the uncertainty of desert locust outbreaks, and predicting suitable habitats for this species under climate change scenarios will help humans deal with the potential threat of locust outbreaks. By comprehensively considering climate, soil, and terrain variables, the maximum entropy (MaxEnt) model was used to predict the potential habitats of solitary desert locusts in the 2050s and 2070s under the four shared socioeconomic pathways (SSP126, SSP245, SSP370, and SSP585) in the CMIP6 model. The modeling results show that the average area under the curve (AUC) and true skill statistic (TSS) reached 0.908 +/- 0.002 and 0.701, respectively, indicating that the MaxEnt model performed extremely well and provided outstanding prediction results. The prediction results indicate that climate change will have an impact on the distribution of the potential habitat of solitary desert locusts. With the increase in radiative forcing overtime, the suitable areas for desert locusts will continue to contract, especially in the 2070s under the SSP585 scenario, and the moderately and highly suitable areas will decrease by 0.88 x 10(6) km(2) and 1.55 x 10(6) km(2), respectively. Although the potentially suitable area for desert locusts is contracting, the future threat posed by the desert locust to agricultural production and food security cannot be underestimated, given the combination of maintained breeding areas, frequent extreme weather events, pressure from population growth, and volatile sociopolitical environments. In conclusion, methods such as monitoring and early warning, financial support, regional cooperation, and scientific prevention and control of desert locust plagues should be further implemented.
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USA
Amer Museum Nat Hist, Div Vertebrate Zool Mammal, New York, NY 10024 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Anderson, Robert P.
Raza, Ali
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Boria, Robert A.
Olson, Link E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Museum, Fairbanks, AK 99708 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Olson, Link E.
Goodman, Steven M.
论文数: 0引用数: 0
h-index: 0
机构:
Field Museum Nat Hist, Chicago, IL 60605 USA
Assoc Vahatra, Antananarivo 101, MadagascarCUNY City Coll, Dept Biol, New York, NY 10031 USA
Goodman, Steven M.
Anderson, Robert P.
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USA
CUNY, Grad Ctr, New York, NY 10016 USA
Amer Museum Nat Hist, Div Vertebrate Zool Mammal, New York, NY 10024 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
[8]
Brader L., 2006, Towards a more effective response to Desert Locusts and their impacts on food security. livelihoods and poverty. Multilateral evaluation of the 2003-05 Desert Locust campaign
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USA
Amer Museum Nat Hist, Div Vertebrate Zool Mammal, New York, NY 10024 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Anderson, Robert P.
Raza, Ali
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Boria, Robert A.
Olson, Link E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Museum, Fairbanks, AK 99708 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
Olson, Link E.
Goodman, Steven M.
论文数: 0引用数: 0
h-index: 0
机构:
Field Museum Nat Hist, Chicago, IL 60605 USA
Assoc Vahatra, Antananarivo 101, MadagascarCUNY City Coll, Dept Biol, New York, NY 10031 USA
Goodman, Steven M.
Anderson, Robert P.
论文数: 0引用数: 0
h-index: 0
机构:
CUNY City Coll, Dept Biol, New York, NY 10031 USA
CUNY, Grad Ctr, New York, NY 10016 USA
Amer Museum Nat Hist, Div Vertebrate Zool Mammal, New York, NY 10024 USACUNY City Coll, Dept Biol, New York, NY 10031 USA
[8]
Brader L., 2006, Towards a more effective response to Desert Locusts and their impacts on food security. livelihoods and poverty. Multilateral evaluation of the 2003-05 Desert Locust campaign