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利用地理空间工具开发老虎栖息地适宜性模型——以印度恰蒂斯加尔邦阿昌克马尔野生动物保护区(AMWLS)为例

Development of tiger habitat suitability model using geospatial tools-a case study in Achankmar Wildlife Sanctuary (AMWLS), Chhattisgarh India.

作者信息

Singh R, Joshi P K, Kumar M, Dash P P, Joshi B D

机构信息

Wildlife Institute of India, Dehradun 248001, India.

出版信息

Environ Monit Assess. 2009 Aug;155(1-4):555-67. doi: 10.1007/s10661-008-0455-7. Epub 2008 Aug 6.

Abstract

Geospatial tools supported by ancillary geo-database and extensive fieldwork regarding the distribution of tiger and its prey in Anchankmar Wildlife Sanctuary (AMWLS) were used to build a tiger habitat suitability model. This consists of a quantitative geographical information system (GIS) based approach using field parameters and spatial thematic information. The estimates of tiger sightings, its prey sighting and predicted distribution with the assistance of contextual environmental data including terrain, road network, settlement and drainage surfaces were used to develop the model. Eight variables in the dataset viz., forest cover type, forest cover density, slope, aspect, altitude, and distance from road, settlement and drainage were seen as suitable proxies and were used as independent variables in the analysis. Principal component analysis and binomial multiple logistic regression were used for statistical treatments of collected habitat parameters from field and independent variables respectively. The assessment showed a strong expert agreement between the predicted and observed suitable areas. A combination of the generated information and published literature was also used while building a habitat suitability map for the tiger. The modeling approach has taken the habitat preference parameters of the tiger and potential distribution of prey species into account. For assessing the potential distribution of prey species, independent suitability models were developed and validated with the ground truth. It is envisaged that inclusion of the prey distribution probability strengthens the model when a key species is under question. The results of the analysis indicate that tiger occur throughout the sanctuary. The results have been found to be an important input as baseline information for population modeling and natural resource management in the wildlife sanctuary. The development and application of similar models can help in better management of the protected areas of national interest.

摘要

利用由辅助地理数据库支持的地理空间工具以及关于阿昌克马尔野生动物保护区(AMWLS)老虎及其猎物分布的广泛实地调查,构建了老虎栖息地适宜性模型。这包括一种基于定量地理信息系统(GIS)的方法,该方法使用实地参数和空间专题信息。借助包括地形、道路网络、居民点和排水面在内的背景环境数据,对老虎目击情况、其猎物目击情况以及预测分布进行估计,以此来开发该模型。数据集中的八个变量,即森林覆盖类型、森林覆盖密度、坡度、坡向、海拔以及与道路、居民点和排水的距离,被视为合适的替代指标,并在分析中用作自变量。主成分分析和二项式多元逻辑回归分别用于对从实地收集的栖息地参数和自变量进行统计处理。评估显示预测的适宜区域与观测到的适宜区域之间有很强的专家共识。在绘制老虎栖息地适宜性地图时,还结合了生成的信息和已发表的文献。该建模方法考虑了老虎的栖息地偏好参数和猎物物种的潜在分布。为了评估猎物物种的潜在分布,开发了独立的适宜性模型并通过实地调查进行了验证。可以设想,当关键物种受到质疑时,纳入猎物分布概率会增强模型的效果。分析结果表明老虎在整个保护区内都有出现。研究结果已被发现是野生动物保护区种群建模和自然资源管理的重要基础信息输入。开发和应用类似模型有助于更好地管理具有国家利益的保护区。

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