Fractional vegetation cover estimation in heterogeneous areas by combining a radiative transfer model and a dynamic vegetation model     

Yixuan Tu  Shunlin Liang  Xiangqin Wei  Yunjun Yao  Xiaotong Zhang 《International Journal of Digital Earth》2020,13(4):487-503

ABSTRACT

A fractional vegetation cover (FVC) estimation method incorporating a vegetation growth model and a radiative transfer model was previously developed, which was suitable for FVC estimation in homogeneous areas because the finer-resolution pixels corresponding to one coarse-resolution FVC pixel were all assumed to have the same vegetation growth model. However, this assumption does not hold over heterogeneous areas, meaning that the method cannot be applied to large regions. Therefore, this study proposes a finer spatial resolution FVC estimation method applicable to heterogeneous areas using Landsat 8 Operational Land Imager reflectance data and Global LAnd Surface Satellite (GLASS) FVC product. The FVC product was first decomposed according to the normalized difference vegetation index from the Landsat 8 OLI data. Then, independent dynamic vegetation models were built for each finer-resolution pixel. Finally, the dynamic vegetation model and a radiative transfer model were combined to estimate FVC at the Landsat 8 scale. Validation results indicated that the proposed method (R²?=?0.7757, RMSE?=?0.0881) performed better than either the previous method (R²?=?0.7038, RMSE?=?0.1125) or a commonly used method involving look-up table inversions of the PROSAIL model (R²?=?0.7457, RMSE?=?0.1249).  相似文献   

舟山渔港风暴潮模拟分析   总被引：1，自引：1，他引：0  

孙志林  钟汕虹  王辰  涂文荣  纪汗青 《海洋学报》2020,42(1):136-143

渔港风暴潮研究对防灾减灾具有重要意义。本文构建了舟山海域嵌套网格的风暴潮模型,经天文潮与风暴潮实测资料验证效果良好。设计5个方向共14条台风路径,计算了2017年8月8?12日大潮期12～17级台风下舟山渔港的风暴潮位。结果表明,由于向岸风作用南侧SE向比北侧E向登陆台风所造成的最高风暴潮位高35.7%,差值可达82 cm;对于两端通海的舟山渔港,南侧0.5R处登陆的SE向台风,风向与东口门朝向一致而跟渔港走向斜交,有利于水体进入并滞留,此时风暴潮位最高。南侧12级台风下ESE、SE、SSE发生漫堤,而北侧登陆台风无漫堤风险,沉降等原因造成海堤防台能力两头低于中段;数值试验显示,若在小干岛东侧设置丁坝,可将17级台风作用下的漫堤概率由26.23%减为10.66%。  相似文献   

Agricultural labor changes and agricultural economic development in China and their implications for rural vitalization   总被引：1，自引：0，他引：1  

Ma  Li  Long  Hualou  Zhang  Yingnan  Tu  Shuangshuang  Ge  Dazhuan  Tu  Xiaosong 《地理学报(英文版)》2019,29(2):163-179

Journal of Geographical Sciences - Based on panel data from 1991, 2000 and 2010 at the county level in China, this study analyzed the coupling characteristics and spatio-temporal patterns of...  相似文献   

南京城市义务教育设施空间演化   总被引：8，自引：3，他引：5  

涂唐奇  闫东升  陈江龙  王晖  郑琰琳 《地理科学》2019,39(3):433-441

选取规模、质量、可达性和承载压力等指标,综合运用Zipf对数模型、G指数、差异判别系数及路网测度技术等方法研究南京城市义务教育设施的空间演化。结果表明：① 义务教育设施总体规模在扩大,但小学规模差异缩小,初级中学则扩大。中心城区和郊区的规模差异呈现不同特征。② 义务教育质量总体表现出空间扩散态势,核心-边缘结构依然明显存在,行政区内极化现象突出。③ 义务教育设施的时间可达性总体降低,学区划分对可达性公平存在重大影响。④ 由于人口年龄结构和设施布局变化,除江宁区和建邺区外的多数地区义务教育承载压力明显减轻。  相似文献   

粤西北印支期太保岩体的锆石U-Pb年代学、地球化学及岩石成因          下载免费PDF全文

李响  王令占  涂兵  田洋  谢国刚  张楗钰  张宗言 《地球科学》2021,46(4):1199-1216

华南早中生代构造-岩浆演化还存在不同的争议.以广东西北部连山地区晚三叠世含暗色微粒包体(MMEs)的太保岩体为研究对象,进行了岩石学、锆石U-Pb年代学、地球化学和Sr-Nd-Hf同位素组成研究.4个花岗岩样品的锆石206Pb/238U加权平均年龄分别为219.8±1.8 Ma、220.5±1.0 Ma、221.5±1...  相似文献   

Numerical simulation of micro-bubble drag reduction using population balance model     

K. Mohanarangam  J.Y. Tu  L. Chen 《Ocean Engineering》2009,36(11):863-872

The phenomenon of drag reduction by the injection of micro-bubbles into turbulent boundary layer has been investigated using an Eulerian-Eulerian two-fluid model. Multiple-size group (MUSIG) based on population balance models, which resolve a wide range of bubble sizes taking into account the bubble break-up and coalescence have been used for this purpose. The simulated results are compared against the experimental findings of Madavan et al. [1984. Reduction of turbulent skin friction by micro-bubbles. Physics of Fluids 27, 356-363] and also other numerical studies explaining the sophisticated phenomena of drag reduction. For the two Reynolds number cases considered, the buoyancy with the plate on the bottom configuration is investigated, as from the experiments it is seen that buoyancy seem to play a role in the drag reduction. Numerical model employed in the investigation comprises of a micro-bubble laden flow wherein two independent sets of Reynolds averaged Navier-Stokes (RANS) transport equations were used to describe both the phases of the flow. The shear stress transport (SST) turbulence model is used as the turbulent closure for the primary phase and a zero equation turbulence model is used for the micro-bubbles. Change in the mean streamwise velocity profiles, void fraction, turbulence modification and other results are presented and discussed with corresponding change in the gas injection rates. The complex mechanism of drag reduction are scrutinised and explained in context to our numerical findings. Special attentions have been also devoted to divulge the effect of bubble coalescence and break-up caused by random collision and turbulent impact. Numerical results showed good agreement for the skin-friction coefficients against experimental data throughout various air injection rates. The MUSIG model was found to be one of the best candidates to resolve the bubble dynamics in micro-bubble-induced drag reduction problems.  相似文献   

Resolving the upper-ocean warm layer improves the simulation of the Madden–Julian oscillation     

Wan-Ling Tseng  Ben-Jei Tsuang  Noel S. Keenlyside  Huang-Hsiung Hsu  Chia-Ying Tu 《Climate Dynamics》2015,44(5-6):1487-1503

  相似文献   

滨海地区基于避咸蓄淡模式的供水安全临界流量研究——以粤港澳大湾区珠澳供水为例     

涂新军  吴海鸥  陈晓宏  林凯荣  赖荣标 《湖泊科学》2022,34(1):194-206

枯水期咸潮入侵已经严重威胁到了感潮河流区域供水安全.本文通过构建避咸蓄淡供水模型,耦合了咸度预测、河库联合供水调度和供水安全分析模块,为依赖感潮河流为水源地的区域供水安全管理提供了一种整体思路和决策方法.以面向粤港澳大湾区珠海东部及澳门的珠江三角洲磨刀门水道取供水为例,基于潮汐、径流和风等因子及咸度实测数据,较好地拟合了基于BP神经网络的咸度预测模型,及含氯度与超标时间的曲线函数,建立了上游来水和咸度超标时间之间的联系,得到了避咸蓄淡取水时机.咸度预测与当地河库联合供水调度相结合,得到了上游枯水期来水过程的当地区域供需平衡状况.枯水期不考虑水库调蓄的资源性缺水临界需水量为3.22亿m³,水库参与调蓄的工程性缺水临界需水量为3.75亿m³.通过供水安全分析模块,基于设定的风险阈值和临界阈值识别出了不同需水规模的上游来水临界流量特征.对于当地规划的需水规模4.23亿m³,期望上游枯水期临界流量均值约为3372 m³/s.整体上来说,需水规模越大,对上游来水期望的临界流量越大,但同时还与枯水期流量分布有关.  相似文献   

岩浆弧火成岩构造组合与洋陆转换   总被引：15，自引：0，他引：15  

邓晋福  冯艳芳  狄永军  刘翠  肖庆辉  苏尚国  赵国春  孟斐  马帅  姚图 《地质论评》2015,61(3):473-484

本文从岩浆弧的火成岩构造组合、主要地质特征和弧地壳成熟度几个方面,讨论洋陆转换作用及其过程。表征洋俯冲环境的火成岩构造组合主要有英云闪长岩—奥长花岗岩—花岗闪长岩(TTG)组合,高镁安山岩组合,镁安山岩组合,Adakite组合(即高锶低钇中酸性岩)与富铌弧玄武岩组合等。基于火成岩构造组合的配置,讨论了4种可能的洋俯冲壳的壳幔结构:(1)热的年轻的俯冲洋壳与上覆冷的幔楔岩石圈;(2)冷的老的俯冲洋壳与冷的幔楔岩石圈;(3)冷的老的洋壳与热的幔楔软流圈;(4)热的年轻的俯冲洋壳与上覆幔楔软流圈。讨论了弧岩浆前锋作为结构标志以及空间组成极性的构造意义;讨论了弧火山作用的时间极性与弧成熟度及其地壳厚度之间的正相关关系,提出岩浆弧地壳双层结构的模型,下地壳主要为玄武质的基性麻粒岩和角闪岩,上地壳为长英质的TTG片麻岩,相当于大陆壳形成的第一阶段,即新生陆壳。岩浆弧及其洋—陆过渡性的弧地壳是洋俯冲作用形成的洋陆转换带(或增生造山带)的最重要的记录。  相似文献   

基于PPP和双差网解法的GNSS水汽反演效果分析          下载免费PDF全文

吴琼  涂满红 《气象与减灾研究》2023,46(4):296-303

基于2021年5—7月GPS卫星资料,采用精密单点定位(Precise Point Positioning,PPP)和双差网解两种算法进行了大气可降水量（Precipitable Water Vapor,PWV）反演,利用同址探空水汽资料,对比分析了PPP算法与双差网解法计算的PWV反演精度。结果表明,PPP算法和双差网解法反演出的PWV随时间变化的趋势基本一致。两种算法反演出的PWV结果合理,与探空PWV相比,采用PPP和双差网解两种算法反演的PWV相对偏差均小于2.4 mm、绝对偏差在4 mm以下,均方差约4 mm,与探空PWV相关系数均在0.87以上,均能较好地反映大气中水汽含量的变化情况,两种算法均具备较强的水汽反演能力,双差网解法反演的PWV在相关性、精度上略优于PPP算法。PPP算法可实现单站水汽高时间分辨率反演,对于获取台站高时效、高精度的大气水汽探测产品具备优势。  相似文献