Suppr超能文献

拥抱空间数据管理的开源运动:以肯尼亚的非洲锥虫病为例

Embracing the Open-Source Movement for the Management of Spatial Data: A Case Study of African Trypanosomiasis in Kenya.

作者信息

Langley Shaun A, Messina Joseph P

机构信息

Department of Geography Michigan State University, East Lansing, Michigan, USA.

出版信息

J Map Geogr Libr. 2011 Jan 1;7(1):87-113. doi: 10.1080/15420353.2011.534693.

Abstract

The past decade has seen an explosion in the availability of spatial data not only for researchers, but the public alike. As the quantity of data increases, the ability to effectively navigate and understand the data becomes more challenging. Here we detail a conceptual model for a spatially explicit database management system that addresses the issues raised with the growing data management problem. We demonstrate utility with a case study in disease ecology: to develop a multi-scale predictive model of African Trypanosomiasis in Kenya. International collaborations and varying technical expertise necessitate a modular open-source software solution. Finally, we address three recurring problems with data management: scalability, reliability, and security.

摘要

在过去十年中,空间数据的可获取性不仅在研究人员中呈爆发式增长,在公众中亦是如此。随着数据量的增加,有效浏览和理解这些数据的能力变得更具挑战性。在此,我们详细阐述了一个用于空间显式数据库管理系统的概念模型,该模型解决了日益增长的数据管理问题所引发的各种问题。我们通过疾病生态学的一个案例研究来展示其效用:开发肯尼亚非洲锥虫病的多尺度预测模型。国际合作以及不同的技术专长需要一个模块化的开源软件解决方案。最后,我们解决数据管理中反复出现的三个问题:可扩展性、可靠性和安全性。

相似文献

2
Socio-economic and cultural determinants of human african trypanosomiasis at the Kenya - Uganda transboundary.
PLoS Negl Trop Dis. 2013 Apr 25;7(4):e2186. doi: 10.1371/journal.pntd.0002186. Print 2013.
5
A Bayesian maximum entropy model for predicting tsetse ecological distributions.
Int J Health Geogr. 2023 Nov 16;22(1):31. doi: 10.1186/s12942-023-00349-0.
6
Open Science in Kenya: Where Are We?
Front Res Metr Anal. 2021 May 13;6:669675. doi: 10.3389/frma.2021.669675. eCollection 2021.
7
The future of Cochrane Neonatal.
Early Hum Dev. 2020 Nov;150:105191. doi: 10.1016/j.earlhumdev.2020.105191. Epub 2020 Sep 12.
9
The spatial ecology of free-ranging domestic pigs (Sus scrofa) in western Kenya.
BMC Vet Res. 2013 Mar 7;9:46. doi: 10.1186/1746-6148-9-46.
10
An atlas of tsetse and animal African trypanosomiasis in Zimbabwe.
Parasit Vectors. 2021 Jan 14;14(1):50. doi: 10.1186/s13071-020-04555-8.

本文引用的文献

1
A landscape and climate data logistic model of tsetse distribution in Kenya.
PLoS One. 2010 Jul 27;5(7):e11809. doi: 10.1371/journal.pone.0011809.
2
Diversity, decoys and the dilution effect: how ecological communities affect disease risk.
J Exp Biol. 2010 Mar 15;213(6):961-70. doi: 10.1242/jeb.037721.
5
Human African trypanosomiasis.
Lancet. 2010 Jan 9;375(9709):148-59. doi: 10.1016/S0140-6736(09)60829-1. Epub 2009 Oct 14.
6
Optimum land cover products for use in a Glossina-morsitans habitat model of Kenya.
Int J Health Geogr. 2009 Jun 29;8:39. doi: 10.1186/1476-072X-8-39.
7
Land cover and tsetse fly distributions in sub-Saharan Africa.
Med Vet Entomol. 2008 Dec;22(4):364-73. doi: 10.1111/j.1365-2915.2008.00747.x.
8
Effects of species diversity on disease risk.
Ecol Lett. 2006 Apr;9(4):485-98. doi: 10.1111/j.1461-0248.2006.00885.x.
9
Global traffic and disease vector dispersal.
Proc Natl Acad Sci U S A. 2006 Apr 18;103(16):6242-7. doi: 10.1073/pnas.0508391103. Epub 2006 Apr 10.
10
History of sleeping sickness (African trypanosomiasis).
Infect Dis Clin North Am. 2004 Jun;18(2):231-45. doi: 10.1016/j.idc.2004.01.004.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验