Spatial scaling between leaf area index maps of different resolutions

We developed algorithms for spatial scaling of leaf area index (LAI) using sub-pixel information. The study area is located near Liping County, Guizhou Province, in China. Methods for LAI spatial scaling were investigated on LAI images with 960 m resolution derived in two ways. LAI from distributed calculation (LAID) was derived using Landsat ETM+ data (30 m), and LAI from lumped calculation (LAIL) was obtained from the coarse (960 m) resolution data derived through resampling the ETM+ data. We found that lumped calculations can be considerably biased compared to the distributed (ETM+) case, suggesting that global and regional LAI maps can be biased if surface heterogeneity within the mapping resolution is ignored. Based on these results, we developed algorithms for removing the biases in lumped LAI maps using sub-pixel land cover-type information, and applied these to correct one coarse resolution LAI product which greatly improved its accuracy.     

Temporal and Spatial Relationships Between Watershed Land Use and Salt Marsh Disturbance in a Pacific Estuary

Historical and recent remote sensing data can be used to address temporal and spatial relationships between upland land cover and downstream vegetation response at the watershed scale. This is demonstrated for sub-watersheds draining into Elkhorn Slough, California, where salt marsh habitat has diminished because of the formation of sediment fans that support woody riparian vegetation. Multiple regression models were used to examine which land cover variables and physical properties of the watershed most influenced sediment fan size within 23 sub-watersheds (1.4 ha to 200 ha). Model explanatory power increased (adjusted R(2) = 0.94 vs. 0.75) among large sub-watersheds (>10 ha) and historical watershed variables, such as average farmland slope, flowpath slope, and flowpath distance between farmland and marsh, were significant. It was also possible to explain the increase in riparian vegetation by historical watershed variables for the larger sub-watersheds. Sub-watershed area is the overriding physical characteristic influencing the extent of sedimentation in a salt marsh, while percent cover of agricultural land use is the most influential land cover variable. The results also reveal that salt marsh recovery depends on relative cover of different land use classes in the watershed, with greater chances of recovery associated with less intensive agriculture. This research reveals a potential delay between watershed impacts and wetland response that can be best revealed when conducting multi-temporal analyses on larger watersheds.     

2021年中国北方首次沙尘天气的多源遥感分析

利用多源遥感数据和NCEP再分析资料,从沙尘源区的地理环境和气候特征出发,对2021年中国北方首次沙尘天气事件每日的大气环流形势以及沙尘的水平,垂直分布特征进行深入的研究分析.结果表明:源区内异常增温,降水稀少的气候背景下致使大面积裸露松散的土壤含水量较低,为大范围,高强度沙尘天气的形成提供了物质基础;频繁活动的冷空气,是沙尘天气爆发的动力因子.沙尘在强风中沿东南方向向下游地区输送和扩散,中国西北,华北,黄淮,江淮,江汉地区和江南北部等地先后受到沙尘天气的影响,空气质量迅速恶化,首要污染物为PM₁₀.此外,沙尘气溶胶东移也波及朝鲜半岛,日本等下游地区.在输送过程中,内陆地区沙尘主要分布在1~6km,而下游地区的沙尘则集中分布在2km高度附近,粒径较大的沙尘出现在近地表的频率较高,较小的颗粒主要分布在对流层中下层.     

基于环境一号卫星的四川盆地气溶胶光学厚度精细化反演

四川盆地为中国灰霾形势较为严重的区域之一,对四川盆地大气灰霾的监测具有十分重要的意义。利用环境一号卫星数据,对能表征大气污染程度的气溶胶光学厚度进行了反演。提出了用EVI植被指数判定暗像元精细化反演气溶胶光学厚度的方法,该方法能较好地去除部分大气影响,气溶胶光学厚度反演结果与CE318的气溶胶光学厚度结果相关性较高,误差较小,具有较高的精度,反演结果满足精细化要求。反演结果表明,四川盆地内有德阳、成都、眉山和乐山4个气溶胶光学厚度高值区,该高值区呈带状分布且与四川盆地的地形密切相关。     

Water Management Applications for Satellite Precipitation Products: Synthesis and Recommendations

This article is an assessment of the current state of the art and relative utility of satellite precipitation products (SPPs) for hydrologic applications to support water management decisions. We present a review of SPPs, their accuracy in diverse settings including the influence of geography, topography, and weather systems, as well as the pros and cons of their use for different water management applications. At the end of this broad synthesizing effort, recommendations are proposed for: (1) SPP developers to improve the quality, usability, and relevance of precipitation products; and (2) SPP users to improve the reliability of their predictions and hydrologic applications to better support water management.     

遥感调查方法在河北省省级自然保护区生态环境变化评估方面的应用研究

河北省省级自然保护区以自然生态系统类型为主,人类活动较为频繁,将遥感评估方法应用于河北省省级自然保护区生态环境变化评估具有重要意义。本文通过分析高分辨率遥感卫星影像的特点,结合河北省省级自然保护区的实际情况,优先选取分辨率为2m的民用卫星,提出了遥感调查方法在自然保护区人类活动和开发建设活动中自动监测、生态系统格局变化、生态系统质量变化以及人类活动干扰程度四方面的评估应用。     

武宁县森林扰动及驱动因子分析

森林扰动是影响陆地生态系统的重要因子,也是影响全球碳循环的重要因素.以江西省武宁县为例,利用1986-2011年14景Landsat TM/ETM+遥感影像,通过扰动指数(disturbance index,DI)时间序列轨迹分析提取森林扰动信息,并引入经验正交函数(empirical orthogonal function,EOF)分解方法定量分析了森林扰动的时空变化规律,利用GIS深入分析了自然和社会驱动因子影响.结果表明,武宁县森林扰动在1986-1998年较强,扰动面积以1992年为最大,以地区性扰动为主;2000年以后则趋于平缓,扰动以砍伐和森林火灾为主;在空间上,扰动主要发生在近道路、低海拔、低坡度和近水地区,并受地形和交通的制约,城镇化逐渐成为该地区森林扰动的一个不可忽略的驱动因子.     

基于遥感资料的中国东部地区植被VOCs排放强度研究

本研究充分基于遥感资料获取中国东部地区叶面积指数和叶生物量的最新信息,并广泛调研了植被VOCs排放因子的最新研究进展,以2008—2010年的植被和气象的平均状态为背景,基于MEGAN排放模型,研究了中国东部地区植被VOCs(BVOCs)排放的时空分布特征.结果表明,我国东部地区BVOCs年排放总量为11.3×106t(以C计,下同),其中异戊二烯(ISOP)、单萜烯(MON)和其它VOC(OVOC)质量分数(下同),分别为44.9%、31.5%、23.6%.BVOCs排放呈现明显的季节变化特征,春、夏、秋、冬4个季节分别占全年的11.2%、71.8%、14.1%和3.0%.空间分布上,排放高值区主要分布于大小兴安岭、长白山脉、秦岭大巴山脉、东南丘陵、海南等植被茂密的区域,年均排放强度一般在1500～6000kg·km-·2a-1之间,福建、广东、江西、浙江、湖南、湖北等省份BVOCs的排放总量与平均排放强度均较高.本研究所得到的高时空分辨率的BVOCs排放清单,可以为区域环境与气候的数值模拟研究提供基础.     

城市不同源雾霾颗粒物健康风险差异评估比较

通过研究不同来源霾颗粒物对大鼠气管上皮细胞（RTE cells）电阻抗变化和细胞自噬因子的影响,评价不同来源霾颗粒物对人体健康风险的差异性.分别将RTE暴露于从居民区（I）,高架交通源（Ⅱ）和化工园区（Ⅲ）采集的3种雾霾颗粒物中,统一暴露浓度和时间分别为100mg/L和24h.通过电子细胞基质阻抗检测（ECIS）细胞增长引起的阻抗变化和细胞电损伤恢复时间;通过蛋白免疫印迹测定p62,Atg5,Atg7,Beclin1,LC3B和mTOR蛋白表达量来分析比较不同来源雾霾颗粒物对RTE细胞自噬的影响.结果表明,与空白对照组相比,不同雾霾颗粒物处理组细胞电损伤恢复时间分别延长了34.6%,63.2%和78.0%;p62蛋白表达量差异显著性下降,Atg5,Atg7,Beclin1,LC3B蛋白表达量差异显著性上升.此外,mTOR相关蛋白表达量差异显著性下降,分别下降了4.38%,3.34%和2.36%;p-mTOR蛋白表达量与空白组相比,实验组I下降24.2%,实验组Ⅱ下降37.0%,实验组Ⅲ下降60.9%.由以上结果可知,不同来源雾霾颗粒物对RTE细胞均有一定的毒性损伤作用,能够减小细胞增长速度和削弱细胞修复能力,增强细胞自噬因子蛋白的表达,且化工园区采集的雾霾颗粒物毒性强于居民区和高架交通源.不同来源雾霾颗粒物的细胞毒性存在明显差异,基于细胞电损伤恢复时间的测定以及自噬相关蛋白的检测方法能够为雾霾颗粒物健康风险评价提供一种快速的生物学手段.     

聚苯乙烯微塑料对铜绿假单胞菌生物膜形成和结构变化的影响

微塑料在水环境中的污染情况日益严重,对水生生物的生长发育造成严重影响,而目前有关微塑料对生物膜形成影响机制的研究十分有限.为探究聚苯乙烯微塑料（PS-MPs）对铜绿假单胞菌生物膜形成发育的影响,选用不同浓度和粒径PS-MPs进行暴露试验,研究其对生物膜内生物量、氧化应激水平、生物膜结构和群体感应系统的影响.结果表明,PS-MPs诱导严重氧化应激反应并抑制生物膜形成和发育,粒径越小,产生的抑制作用越强烈,抑制效果表现为0.1 μm>0.5 μm≈1 μm>5 μm.PS-MPs通过与细胞接触造成严重物理损伤,形成的生物膜厚度显著减小且结构稳定性遭到破坏,膜内细菌通过分泌胞外聚合物来抵御PS-MPs的胁迫作用.PS-MPs进一步通过干扰铜绿假单胞菌群体感应系统,下调关键基因lasI、lasR、rhlI和rhlR的表达水平,抑制信号分子和相关毒力因子的合成与分泌,降低细菌对毒性作用的防御功能,最终影响生物膜形成和结构稳定性.