遥感和地理空间技术的应用,用于预测载体传播疾病的爆发
1Biology and Control of Disease Vectors, Shiraz University of Medical Sciences, Shiraz, Fars, Iran.
Royal Society open science
|October 16, 2025
概括
遥感和地理空间技术通过分析环境因素,有助于预测载体传播疾病 (VBD). 整合社会经济数据和预警系统可以提高疾病预测的准确性.
科学领域:
- 环境科学 环境科学
- 公共卫生 公共卫生
- 地理空间技术是什么
背景情况:
- 媒介性疾病 (VBDs) 是一个重大的全球卫生挑战,特别是在热带和亚热带地区.
- 环境变化显著影响VBD传输动态,需要先进的监测和预测工具.
研究的目的:
- 审查遥感 (RS) 和地理空间技术在预测,监测和控制VBD中的应用.
- 在VBD预测模型中确定关键的环境驱动因素和挑战.
主要方法:
- 使用RS平台 (Landsat,MODIS,Sentinel-2) 和地理空间方法的研究的系统文献综述.
- 分析地理信息系统 (GIS) 和机器学习模型用于预测性VBD建模.
主要成果:
- RS和地理空间技术对于识别环境驱动因素至关重要,例如影响VBD的温度,降水和土地利用变化.
- 确定的挑战包括数据解析,模型通用性,以及需要整合社会经济因素.
结论:
- 增强数据可访问性,跨部门合作和社会经济变量的纳入对于改善VBD预测模型至关重要.
- 整合早期预警系统和参与式监测为VBD预测提供了一个有希望的方法.
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