Detection and mapping of bracken fern weeds using multispectral remotely sensed data: a review of progress and challenges     

Trylee Nyasha Matongera  Onisimo Mutanga  Timothy Dube  Romano Trent Lottering 《国际地球制图》2018,33(3):209-224

Bracken fern is one of the major invasive plants distributed all over the world currently threatening socio-economic and ecological systems due to its ability to swiftly colonize landscapes. The study aimed at reviewing the progress and challenges in detecting and mapping of bracken fern weeds using different remote sensing techniques. Evidence from literature have revealed that traditional methods such as field surveys and modelling have been insufficient in detecting and mapping the spatial distribution of bracken fern at a regional scale. The applications of medium spatial resolution sensors have been constrained by their limited spatial, spectral and radiometric capabilities in detecting and mapping bracken fern. On the other hand, the availability of most of these data-sets free of charge, large swath width and their high temporal resolution have significantly improved remote sensing of bracken fern. The use of commercial satellite data with high resolution have also proven useful in providing fine spectral and spatial resolution capabilities that are primarily essential to offer precise and reliable data on the spatial distribution of invasive species. However, the application of these data-sets is largely restricted to smaller areas, due to high costs and huge data volumes. Studies on bracken fern classification have extensively adopted traditional classification methods such as supervised maximum likelihood classifier. In studies where traditional methods performed poorly, the combination of soft classifiers such as super resolution analysis and traditional methods of classification have shown an improvement in bracken fern classification. Finally, since high spatial resolution sensors are expensive to acquire and have small swath width, the current study recommends that future research can also consider investigating the utility of the freely available recently launched sensors with a global footprint that has the potential to provide invaluable information for repeated measurement of invasive species over time and space.  相似文献   

长江禁捕前江苏海域刀鲚(Coilia nasus)时空分布及环境因子的初步研究     

李子东  汤建华  吴磊  闫欣  葛慧  施金金  王燕平  朱海晨  王储庆 《海洋与湖沼》2024,55(2):441-450

为掌握江苏全海域刀鲚资源状况,为后期长江禁捕效果评估提供支撑资料, 2017年5月、8月、11月与2018年2月在江苏海域(31°45′~35°00′N, 119°30′~125°00′E)分别进行了4次渔业资源调查, 并绘制了尾数资源密度与重量资源密度分布图, 利用SPSS 26软件对当年的刀鲚资源状况进行评估, 积累长江禁渔前刀鲚鱼种系统数据。结果表明: (1) 刀鲚除秋季(11月)与冬季(2月)存在部分群体分布于“机轮拖网渔业禁渔区线”(以下简称“禁渔区线”)外侧之外, 其余时间均在江苏近岸海域(江苏境内“禁渔区线”到海岸线之间的水域)栖息洄游, 江苏近岸海域是刀鲚主要栖息索饵水域; (2) 春季(5月)影响江苏海域刀鲚分布的环境因子较多, 主要有水温、盐度、溶氧、深度、透明度等, 这可能与刀鲚正处于产卵旺期, 对环境因子变化敏感有关; 夏季(8月)影响江苏海域刀鲚分布的环境因子是透明度, 此时刀鲚刚结束产卵不久, 返回近海后急需补充能量, 丰富的营养物质成为影响其分布的主要因素, 此时为北半球夏季, 江苏省境内60余条入海河流正值汛期, 入海河水携带大量的营养物质, 成为返海刀鲚优良的索饵场; 秋季水温降低, 刀鲚开始越冬洄游, 水温成为影响刀鲚分布的重要因素; 冬季, 随着刀鲚性腺再次发育成熟, 新一轮的生殖洄游开始, 刀鲚栖息水层上升, 水深成为影响冬季刀鲚分布的关键因素; (3) 与长江禁捕后其他研究者在长江口收集到的刀鲚规格、全长-体重拟合方程综合对比, 发现自“长江十年禁捕”逐步实施后, 刀鲚种群渔获规格逐渐增大, 全长、体重开始逐渐增长, 长江刀鲚种群呈现资源恢复趋势。  相似文献   

Rainfall flood hazard at nuclear power plants in India     

Pramod Kumar Sharma 《Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards》2018,12(3):218-233

Flood hazard evaluation is an important input for Nuclear Power Plants external events safety studies. In the present study, flood hazard at various nuclear sites in India due to rainfall has been evaluated. Hazard estimation is a statistical procedure by which rainfall intensity versus occurrence frequency is estimated from historical records of rainfall data and extrapolated with asymptotic extreme value distribution. Rainfall data needed for flood hazard assessment are daily annual maximum rainfall (24?h data). The observed data points have been fitted using Gumbel, power law and exponential distribution, and return period has been estimated. To study the stationarity of rainfall data, a moving window estimate of the parameters has been performed. The rainfall pattern is stationary in both coastal and inland regions over the period of observation. The coastal regions show intense rainfall and higher variability than inland regions. Based on the plant layout, catchment area and drainage capacity, the prototype fast breeder reactor (PFBR) site is unlikely to be flooded.  相似文献   

Electrical analogy for modelling thermal regime and moisture distribution in sandy soils     

Somenath Mondal  Vikas Sharma  P. Apte 《Geomechanics and Geoengineering》2018,13(1):22-32

The soil mass is subjected to temperature variation due to several human activities (viz. tanks storing heated fluids, buried cables and pipelines, air-conditioning ducts, disposal of nuclear and thermal power plant wastes etc.), which result in heat-induced migration of the moisture in it. Though several studies have been conducted in the past to investigate the mechanism of heat migration through the soil mass, a methodology for ‘real-time measurement of the variations in temperature, flux and moving moisture front, in tandem, with respect to space' has rarely been attempted. In this context, extensive laboratory investigations were conducted to measure real-time flux and temperature variations in the sandy soils, and the validation of results has been done by employing an equivalent electrical circuit programme, LTspice. Subsequently, a mathematical model PHITMDS (i.e. Prediction of Heat-Induced Temperature and Moisture Distribution in Soil) has been developed and its utility and efficacy, for predicting the depth-wise temperature and heat-induced moisture migration, due to evaporation, in terms of position of moving moisture front in the sandy soil has been critically discussed and demonstrated.  相似文献   

河北省张家口崇礼区北部地球化学特征及其找矿指示   总被引：1，自引：1，他引：0       下载免费PDF全文

樊玉朋  刘树兴  卢会婷  郭伟炜  张博远 《中国地质调查》2018,5(5):35-40

地球化学测量成果被广泛而成熟地运用在矿产勘查工作中,为明确张家口崇礼区北部成矿、找矿的地球化学指示信息,对该区水系沉积物测量及异常查证成果进行了综合分析。通过计算元素富集系数和变异系数、开展R型聚类分析、统计化探异常区岩石的地质年代、对比该区化探异常及已知矿床与典型矿床的成矿要素,从而推断了该区找矿主攻元素为Ag、Pb、Zn、Mo、Cd,且Ag、Pb、Zn和Mo、W 2组元素分别具有共伴生关系,指出该区化探异常主要受燕山期岩浆热液控制。综合分析认为,本区找矿模型为蔡家营式次火山-热液型多金属矿床,具有寻找次火山-热液型Ag、Pb、Zn、Mo多金属矿床的潜力。  相似文献   

湖北省山区与平原雷电分布及其参数特征     

王学良  张科杰  余田野  汪姿荷 《气象科技》2019,47(2):337-348

为进一步了解山区与平原雷电参数分布特征及其差异,为山区和平原地区雷电防护工程设计和雷击风险评估提供参考,根据湖北省ADTD地闪定位系统2006年12月至2016年12月监测的资料,采用数理统计方法,对山区和平原地区的地闪频次、极性、雷电流幅值和波头陡度等参数分布特征进行了对比研究。结果表明:①山区地闪密度略高于平原地区,平原正地闪百分比稍高于山区,近10年的正地闪百分比呈上升趋势。②正地闪平均强度山区比平原大1.16kA,负地闪平均强度山区比平原小3.67kA,平原总地闪平均强度比山区大3.46kA。③总地闪小雷电流幅值(I≤30kA)概率山区比平原大8.9%,大雷电流幅值(I100kA)概率平原比山区大0.6%。④山区正地闪平均陡度分别比负、总地闪平均陡度大2.44kA/μs和2.31kA/μs,平原正、负、总地闪平均陡度分别比山区大3.41kA/μs、5.77kA/μs和5.64kA/μs。可以得出,山区小雷电流绕击率大于平原,正地闪雷电感应的危害大于负地闪和总地闪;平原地区大雷电流反击率比山区大,雷电感应的危害大于山区。  相似文献   

内蒙古呼包鄂地区近56年来大气环境容量变化特征分析          下载免费PDF全文

刘新  刘林春  尤莉 《气象与环境科学》2019,42(1):86-92

为探讨内蒙古呼包鄂地区大气对污染物承载能力的变化,科学评价气候变化对大气环境的影响,利用1961—2016年呼包鄂地区8个国家气象站降水量、风速、云量资料,分析了该地区气象条件的变化特征及大气环境容量的时空分布特征,并对大气环境容量与气象要素之间的相关性进行了分析。结果显示:呼包鄂地区大气环境容量1月的最小、4月的最大,春季的>秋季的>夏季的>冬季的,年平均大气环境容量为62.4 t/d/km^2;月、季、年平均大气环境容量呈波动减小趋势,特别是20世纪70年代末期之后减小趋势更为显著;有明显的空间分布特征,由城区向郊区逐渐增大,城郊差异冬季最为明显,夏季差异最小;大气环境容量与降水相关性差,与风速和日最大混合层高度呈显著的正相关关系,特别是与风速相关性更显著,与小风日数呈显著的负相关关系。  相似文献   

贵州省富锶（Sr）地下水赋存与分布规律探讨          下载免费PDF全文

王诗扬  卢天丕 《贵州地质》2018,35(3):225-232

本研究以地层岩石学、环境水文地质学理论为指导,在充分收集前人资料、典型区核查采样检测的基础上,开展了贵州省内富锶(Sr)地下水赋存与分布规律探讨。研究结果表明:富锶(Sr)地下水主要赋存在寒武系、三叠系白云岩以及侏罗系砂岩地层中,受地质构造控制,在平面上从黔西南、黔中、黔北呈条带状集中分布。研究成果揭示了贵州省内富锶(Sr)地下水的赋存条件和空间分布,对在贵州省内开展饮用天然矿泉水资源的勘查评价、规划管理和推动贵州省饮用水产业的发展具有一定的指意义。  相似文献   

基于GF 1光谱数据的青藏地区冰川资源现状遥感调查     

安国英  韩磊  黄树春  谷延群  支瑞荣  郭兆成  童立强 《现代地质》2018,32(3):584

以2014—2015年的GF 1为主、少量OLI影像为基础,参考第二次中国冰川目录等文献资料,修编完成青海省和西藏自治区两省区的现代冰川编目,查明青藏两省区目前共有冰川24 796条,总面积约2624×104 km2,约占青藏两省区区域面积的137%,冰川储量为2027×103~2121×103 km3。调查区冰川数量以面积<10 km2、冰川面积介于10~100 km2之间的冰川为主,其中面积<10 km2的冰川有19 983条,占总数量的8059%,面积介于10~100 km2之间的冰川面积为11 96240 km2,占总面积的4559%;面积最大的中锋冰川的面积达23737 km2。调查区内的山系(高原)均有冰川分布,念青唐古拉山冰川数量最多,其次是喜马拉雅山和冈底斯山,这3座山系冰川数量占调查区内冰川总数量的6333%;念青唐古拉山、喜马拉雅山和昆仑山的冰川面积和冰储量位列前3位,其冰川面积和冰储量分别占总数的6809%和7344%;然而昆仑山和羌塘高原的单条冰川的平均面积大于念青唐古拉山和喜马拉雅山的平均面积。从冰川海拔分布来看,海拔5 000~6 500 m之间是冰川集中发育区域,约占调查区冰川数量和冰川总面积的85%以上。调查区的冰川在各流域的分布差异显著,恒河流域是冰川分布数量最多、面积最大的一级外流区,其数量占冰川总量的47%以上,面积占总面积的52%以上;青藏高原内陆流域的冰川数量、面积次之,其冰川数量占总数量的21%,面积占总面积的24%以上,并且内流区单条冰川的平均面积略大于外流区的平均面积。总体上,西藏的冰川数量、面积和冰储量分别占西藏和青海两省区的8492%、8492%、8668%,单条冰川的平均面积两省区相近。  相似文献   

苏里格大型致密砂岩气田储层结构与水平井提高采收率对策     

吕志凯  唐海发  刘群明  李小锋  王泽龙 《现代地质》2018,32(4):832

在分析苏里格气田辫状河体系及储层结构特征的基础上,提出了剖面储量集中度的概念,建立了厚层块状型、垂向叠置泛连通型、分散局部连通型、分散孤立型4种砂体分布模式,探讨了不同储层结构下的水平井采出程度,提出了水平井提高采收率技术对策。研究结果表明,辫状河沉积体系复合有效砂体由于“阻流带”的存在,直井动用不完善,水平井能克服“阻流带”的影响,提高层内储量动用程度;但由于砂体多层状分散分布,水平井开发会导致纵向含气层系储量动用不充分,影响层间采出程度。对于剖面储量集中度高的厚层块状型、垂向叠置泛连通型储层,采用水平井整体开发,Ⅰ+Ⅱ类井比例达70%以上,可显著提高储量动用程度和采收率。对于剖面储量集中度低的分散局部连通型储层,采用直井井网开发后进行甜点式优选水平井井位加密部署,可提高采收率10%以上。  相似文献