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Mapping Wintering Waterfowl Distributions Using Weather Surveillance Radar

机译:使用天气监视雷达绘制越冬水禽分布图

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摘要

The current network of weather surveillance radars within the United States readily detects flying birds and has proven to be a useful remote-sensing tool for ornithological study. Radar reflectivity measures serve as an index to bird density and have been used to quantitatively map landbird distributions during migratory stopover by sampling birds aloft at the onset of nocturnal migratory flights. Our objective was to further develop and validate a similar approach for mapping wintering waterfowl distributions using weather surveillance radar observations at the onset of evening flights. We evaluated data from the Sacramento, CA radar (KDAX) during winters 1998–1999 and 1999–2000. We determined an optimal sampling time by evaluating the accuracy and precision of radar observations at different times during the onset of evening flight relative to observed diurnal distributions of radio-marked birds on the ground. The mean time of evening flight initiation occurred 23 min after sunset with the strongest correlations between reflectivity and waterfowl density on the ground occurring almost immediately after flight initiation. Radar measures became more spatially homogeneous as evening flight progressed because birds dispersed from their departure locations. Radars effectively detected birds to a mean maximum range of 83 km during the first 20 min of evening flight. Using a sun elevation angle of −5° (28 min after sunset) as our optimal sampling time, we validated our approach using KDAX data and additional data from the Beale Air Force Base, CA (KBBX) radar during winter 1998–1999. Bias-adjusted radar reflectivity of waterfowl aloft was positively related to the observed diurnal density of radio-marked waterfowl locations on the ground. Thus, weather radars provide accurate measures of relative wintering waterfowl density that can be used to comprehensively map their distributions over large spatial extents.
机译:美国目前的天气监视雷达网络可以很容易地检测到飞鸟,并且已被证明是鸟类学研究的有用遥感工具。雷达反射率测量值是鸟类密度的指标,并且已被用于通过在夜间迁徙飞行开始时高空采样鸟类,在迁徙中途停留期间定量绘制陆鸟分布图。我们的目标是进一步开发和验证一种类似的方法,用于在夜间航班开始时使用天气监视雷达观测来绘制越冬水禽分布图。我们评估了1998-1999年和1999-2000年冬季萨克拉曼多(CA)雷达(KDAX)的数据。我们通过评估夜间飞行开始时不同时间的雷达观测相对于地面上放射性标记鸟类的昼夜分布的准确性和精度来确定最佳采样时间。傍晚开始飞行的平均时间发生在日落后23分钟,而反射率与地面水禽密度之间的最强相关性几乎发生在刚开始飞行后。随着夜间飞行的进行,雷达措施在空间上变得更加均匀,因为鸟类从其出发地点分散了。在傍晚飞行的前20分钟内,雷达有效地探测到鸟类,平均最大射程为83公里。我们使用−5°的太阳仰角(日落后28分钟)作为我们的最佳采样时间,我们使用KDAX数据和1998–1999年冬季,来自加利福尼亚州比尔空军基地(KBBX)雷达的其他数据验证了我们的方法。高度调整后的水禽雷达反射率与地面上放射性标记的水禽位置的观测日密度成正相关。因此,气象雷达提供了相对越冬水禽密度的准确度量,可用于在较大的空间范围内全面绘制其分布图。

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