Arid
DOI10.1186/1475-2875-11-264
Linking land cover and species distribution models to project potential ranges of malaria vectors: an example using Anopheles arabiensis in Sudan and Upper Egypt
Fuller, Douglas O.1; Parenti, Michael S.2; Hassan, Ali N.3; Beier, John C.4
通讯作者Fuller, Douglas O.
来源期刊MALARIA JOURNAL
ISSN1475-2875
出版年2012
卷号11
英文摘要

Background: Anopheles arabiensis is a particularly opportunistic feeder and efficient vector of Plasmodium falciparum in Africa and may invade areas outside its normal range, including areas separated by expanses of barren desert. The purpose of this paper is to demonstrate how spatial models can project future irrigated cropland and potential, new suitable habitat for vectors such as An. arabiensis.


Methods: Two different but complementary spatial models were linked to demonstrate their synergy for assessing re-invasion potential of An. arabiensis into Upper Egypt as a function of irrigated cropland expansion by 2050. The first model (The Land Change Modeler) was used to simulate changes in irrigated cropland using a Markov Chain approach, while the second model (MaxEnt) uses species occurrence points, land cover and other environmental layers to project probability of species presence. Two basic change scenarios were analysed, one involving a more conservative business-as-usual (BAU) assumption and second with a high probability of desert-to-cropland transition (Green Nile) to assess a broad range of potential outcomes by 2050.


Results: The results reveal a difference of 82,000 sq km in potential An. arabiensis range between the BAU and Green Nile scenarios. The BAU scenario revealed a highly fragmented set of small, potential habitat patches separated by relatively large distances (maximum distance = 64.02 km, mean = 12.72 km, SD = 9.92), while the Green Nile scenario produced a landscape characterized by large patches separated by relatively shorter gaps (maximum distance = 49.38, km, mean = 4.51 km, SD = 7.89) that may be bridged by the vector.


Conclusions: This study provides a first demonstration of how land change and species distribution models may be linked to project potential changes in vector habitat distribution and invasion potential. While gaps between potential habitat patches remained large in the Green Nile scenario, the models reveal large areas of future habitat connectivity that may facilitate the re-invasion of An. arabiensis from Sudan into Upper Egypt. The methods used are broadly applicable to other land cover changes as they influence vector distribution, particularly those related to tropical deforestation and urbanization processes.


英文关键词Anopheles arabiensis Sudan and Upper Egypt Species invasion potential Irrigation Land change Modeler MaxEnt
类型Article
语种英语
国家USA ; Egypt
收录类别SCI-E
WOS记录号WOS:000310786100001
WOS关键词INFECTIOUS-DISEASE ; DISTRIBUTION MAPS ; CLIMATE-CHANGE ; MIDDLE-EAST ; DIPTERA ; AMAZON ; LANDSCAPES ; RECORDS ; AFRICA ; FOREST
WOS类目Infectious Diseases ; Parasitology ; Tropical Medicine
WOS研究方向Infectious Diseases ; Parasitology ; Tropical Medicine
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/174019
作者单位1.Univ Miami, Dept Geog & Reg Studies, Coral Gables, FL 33124 USA;
2.McGinley & Associates Inc, GIS Div, Las Vegas, NV 89118 USA;
3.Ain Shams Univ, Inst Environm Studies & Res, Dept Basic Environm Sci, Cairo, Egypt;
4.Univ Miami, Dept Epidemiol & Publ Hlth, Miller Sch Med, Miami, FL 33136 USA
推荐引用方式
GB/T 7714
Fuller, Douglas O.,Parenti, Michael S.,Hassan, Ali N.,et al. Linking land cover and species distribution models to project potential ranges of malaria vectors: an example using Anopheles arabiensis in Sudan and Upper Egypt[J],2012,11.
APA Fuller, Douglas O.,Parenti, Michael S.,Hassan, Ali N.,&Beier, John C..(2012).Linking land cover and species distribution models to project potential ranges of malaria vectors: an example using Anopheles arabiensis in Sudan and Upper Egypt.MALARIA JOURNAL,11.
MLA Fuller, Douglas O.,et al."Linking land cover and species distribution models to project potential ranges of malaria vectors: an example using Anopheles arabiensis in Sudan and Upper Egypt".MALARIA JOURNAL 11(2012).
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