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1.
在大数据蓬勃发展的时代背景下,矿产资源定量预测作为地质大数据的核心部分,其综合分析挖掘多元信息的基本思路与大数据的理念不谋而合。以四川拉拉铜矿为例,开展基于机器学习的三维矿产资源定量预测。通过建立三维地质模型,提取成矿有利信息,构建研究区定量预测模型;基于"立方块预测模型"找矿方法,采用机器学习随机森林算法,计算出研究区成矿概率分布,以此圈定出5个找矿远景区。结果表明,随机森林具有更高的预测准确度与稳定性,且能够对控矿要素重要性做出定量评价。该研究成功地将机器学习应用于三维矿产定量预测,为今后的矿产资源预测评价做出了积极的探索。 相似文献
2.
福建省龙海市表层土壤硒含量及影响因素研究 总被引：14，自引：6，他引：8
在龙海市土壤地球化学调查数据基础上,开展土壤硒含量特征、影响因素分析等项研究工作,可为研究区富硒土地资源开发提供依据。本文通过采用原子荧光光谱法(AFS)对福建省龙海市表层土壤4394件样品硒全量进行了分析测试,结果表明:龙海市表层土壤的硒含量为0.031~2.361 mg/kg,平均值为0.354mg/kg,足硒、富硒土壤面积占全地区面积的88.69%。同时发现,成土母质、土地利用方式、土壤pH、有机质含量以及海拔高度是影响龙海市土壤硒含量的重要因素。火山凝灰岩区、花岗岩区成土母质发育的土壤硒含量较高;在不同土地利用方式中,林地土壤的硒含量最高,园地、耕地土壤的硒含量适中;土壤硒含量与有机质含量、海拔高度呈正相关,与pH呈负相关,说明在酸性、富含有机质的土壤环境中硒元素易于富集,尤其是高海拔的山地丘陵区土壤中硒的富集作用更加明显。本研究成果对龙海市土地的合理规划利用、富硒产业的科学发展具有重要价值。 相似文献
3.
为了解决传统水资源需求驱动因素分析中存在难以直观反映城市空间相互作用的问题,运用水资源需求场理论,分析地区水资源需求空间特征;结合社会经济势能探讨水资源需求的驱动因素,并以2014年广东省用水、社会经济数据为例进行计算与分析。研究表明:①广东省水资源需求场呈现以珠三角地区为中心向外辐射的分布特征,各城市周围的场强方向指向各城市中心点;②水资源需求场的叠加会改变城市的场强大小与方向;③社会经济势能与水资源需求场相关系数达0.924。结果证实,社会经济是水资源需求的主要驱动力;在其驱动下,水资源在空间上向发达地区与城市中心流动。该结果可为水资源需求的准确预测、水资源管理提供基础支撑。 相似文献
4.
C. Sudhakar Reddy C. S. Jha V. K. Dadhwal 《Journal of the Geological Society of India》2018,92(5):562-567
Earth Observation with large suite of sensors and with capabilities to address natural resources at multiple scales has proven to be a critical resource in setting conservation priorities of a region. The role of earth observation data was recognized towards achieving international biodiversity targets by 2020. Ecosystem irreplaceability and ecosystem vulnerability are two concepts key to understanding and preparing conservation priority maps. This study presents spatial conservation prioritization analysis for forests of ‘Western Ghats biodiversity hotspot’. Earth observation data products have been used for prioritization of areas of irreplaceability and vulnerability that are significant for conservation planning. The spatial surrogates of biodiversity in terms of very dense forest, biological richness, intactness and rarity of habitat are analyzed for evaluation of ecosystem irreplaceability. Fragmentation, forest fires, plant invasion and disturbance index are surrogates included for spatial analysis of ecosystem vulnerability. Vegetation type wise analysis indicates dry deciduous forests are under high vulnerability, followed by moist deciduous forests. The high concentration of irreplaceability is observed in Shola followed by wet evergreen forests and semi-evergreen forests. Spatial prioritization approach has identified about 18% of the forest area as irreplaceable which represents overlapped area of very dense forest, shola, intact forest and high biological richness. We observed that the overlap of forest areas of irreplaceability with vulnerability in southern Western Ghats, which needs high priority of conservation. This study is the first of its kind wherein multi-source earth observation data has been analysed to examine the quantitative criteria at regional level in Western Ghats. 相似文献
5.
Sarva Mangala Praveena Mohd Harun Abdullah Kawi Bidin Ahmad Zaharin Aris 《Environmental Earth Sciences》2012,66(3):719-728
Numerical models are capable of simulating various groundwater scenarios and relate it towards groundwater management. This
paper focuses on numerical modeling and water balance approaches in the search for a sustainable management plan in Manukan
Island. The impacts of pumping and recharge rates represented by groundwater scenarios were investigated by means of hydraulic
heads, chloride concentrations and water balance components. Overpumping and inconsistency in recharge rate are the stresses
shown in Scenario A. Scenario B involved with reduction pumping rate by 25% has shown an increase in groundwater levels, chloride
concentration and groundwater storage. Scenario C showed the most promising finding compared with Scenarios A and B. Highest
hydraulic heads, lowest chloride concentration (1,552.2 mg/L) and positive groundwater storage (254.3 m3/day) were obtained in Scenario C. Chloride concentration in pumping wells still exceeds World Health Organization International
Standard limit in Scenario C which illustrates an additional water treatment is needed. Nevertheless, in view of a compromise
groundwater management plan in study area, Scenario C is the best plan so far to protect the groundwater resources in the
study area. More understanding of the artificial recharge method (percolation tank) and study site by means of modeling studies
is needed. Additionally, further progress is needed in obtaining the water usage data from each part to determine the best
pumping rate. A sustainable groundwater management plan is crucial to maintain the natural resources and social benefits as
well as to protect the ecological balance of Manukan Island. 相似文献
6.
Along with climate change, cloud-to-ground lightning (CG)-caused forest fires are becoming increasingly pronounced. This study employed the Chinese lightning location system data (2009–2015) and worldwide lightning location network data (2005–2015) to jointly analyze CG characteristics and study the correlation between CG and climate change. The Muli county in southwest China was taken as research area. The CG number showed a clear increasing trend on yearly timescale. At the monthly timescale, CG occurred from March to October, with a peak in June. At the daily timescale, 15:00–23:00 (local time) and 00:00–05:00 both had a high CG frequency, and the peak was at 18:00–19:00. We divided CG electric current intensity into six grades and found that negative CG accounted for more than 90% of total CG and, among these, the 3rd and 4th intensity grades accounted for about 70%. To examine the spatial distribution, we focused on lightning-caused forest fires high occurrence seasons. In spring, CG distribution changed from the initial southeast to the northwest, gradually spreading to the whole area of Muli, whereas the CG area gradually moved back to the southeast in autumn. Our research suggested that minimum temperature was the most sensitive temperature to CG change. In March, the relationship between CG and minimum temperature showed a strong positive correlation. Considered jointly, we suggest the CG and related lightning-caused forest fires could increase in the future under an increased minimum temperature and decreased precipitation, especially in March. 相似文献
7.
Groundwater resources assessment using numerical model: A case study in low-lying coastal area 总被引：4，自引：3，他引：1
S. M. Praveena A. Z. Aris Ph.D. 《International Journal of Environmental Science and Technology》2010,7(1):135-146
The impacts of climate change and human pressure in groundwater have been greatest threats facing small islands. This paper represents a case study of groundwater responses towards the climate change and human pressures in Manukan Island Malaysia. SEAWAT-2000 was used for the simulations of groundwater response in study area. Simulations of six scenarios representing climate change and human pressures showed changes in hydraulic heads and chloride concentrations. Reduction in pumping rate and an increase in recharge rate can alter the bad effects of overdrafts in Manukan Island. In general, reduction in pumping rate and an increase in recharge rate are capable to restore and protect the groundwater resources in Manukan Island. Thus, for groundwater management options in Manukan Island, scenario 2 is capable to lessen the seawater intrusion into the aquifer and sustain water resources on a long-term basis. The selection of scenario 6 is the preeminent option during wet season. The output of this study provides a foundation which can be used in other small islands of similar hydrogeological condition for the purpose of groundwater resources protection. 相似文献
8.
While single pollen records are widely used in reconstructing the environment for nearby prehistoric settlements, they are less helpful when addressing large‐scale issues of variation in human settlement patterns. In order to assess the impact of vegetation change on regional prehistoric settlement and subsistence patterns in an ecotone sensitive area, we inferred the general change in main vegetation types based on palaeobotanical investigations from across northernmost Fennoscandia. Tundra vegetation was predominant during the Lateglacial and earliest parts of the Holocene. Maritime birch forests rich in ferns started to expand c. 11 000 cal. a BP and became dominant from 10 000 cal. a BP. Pine expanded from the NE of the investigation area and pine‐birch forest dominated in the inland around 8000 cal. a BP. A gradual degeneration of forest towards more open birch woodland started c. 6000 cal. a BP with the most marked change around 3500 cal. a BP. Along the northern outer coast, this eventually led to open heathland. Comparison with the archaeological setting suggests a general correlation between low forest cover and extensive mobility patterns, while widespread and varied forest cover appear to have led to a more sedentary way of life. The background for this is arguably that the forested landscapes hosted a larger diversity of resources within a shorter foraging distance, while areas and periods with low forest cover required longer travels to obtain the desired prey and materials. 相似文献
9.
2．5D磁法反演估算铁矿资源量,关键是在垂直磁异常走向上求拟合模型的截面积。该文利用一种常见模型拟合4种实测磁场,发现铁矿截面积与埋深和磁性大小有一定的规律：磁化强度一定时,截面积与埋深呈线性正相关;埋深一定时,截面积与磁化强度呈近似指数形式的反相关。固定深部或外围磁性体参数,单独考虑浅部或中问铁矿模型时也有这种规律。在无钻孔资料及磁性资料不清楚时,磁化强度100000×10^-3～150000×10^-3A／m为估算铁矿资源量的最佳磁参数。因磁法反演的多解性,此类方法适用于钻孔验证前的资源量估计。 相似文献
10.
This research work has an objective to determine the effective variables in socioeconomic category of Integrated Water Resources Management for Saf-Saf river basin characterized by fast growing demand of urban and rural populations and the demand of economic sectors including industry and agriculture. In this paper, the artificial neural network models were used to model and predict the relationship between water resources mobilization and socioeconomic variables in the Saf-Saf river basin. The study area chosen is Saf-Saf river basin and real data were collected from 30 municipalities for reference year 2010. The results indicate that the feed-forward multilayer perceptron models with back-propagation are useful tools to define and prioritize the most effective variable on water resources mobilization and use. The model evaluation shows that the correlation coefficients are more than 94 % for training, verification, and testing data. The model aims to link the water resources mobilization and driving forces variables with the objective to strengthen the Integrated Water Resources Management approach. 相似文献
11.
本文主要以2019年的高分一号卫星(以下简称GF-1)遥感数据为基础,同时收集了1990年、2000年、2010年的ETM数据用以辅助遥感解译工作,查明了东南亚跨境区境内28×104 km2范围内重大工程分布情况,发现研究区重大工程活动主要为水电(水利)工程、交通工程,还有一些矿山工程活动。查明了重大工程扰动滑坡的最新发育分布状况,发现区内对人居环境构成直接威胁的滑坡多达1373处,其中水电工程诱发625处,交通工程诱发723处,矿山工程诱发22处,口岸工程诱发3处。与地质环境的相关分析表明,区内重大工程扰动滑波多发育在海拔0～3000 m之间,坡度25°以上的人类活动频繁的阳坡,岩性主要为软岩、硬岩及软硬相间的工程地质岩组。 相似文献
12.
13.
The natural resources are considered more efficient and appropriate for necessary survey and investigation for the assessment, subsequent planning and implementation of various developmental programmes. Hence, it is necessary to increase the land and water resources levels for future demands. Morphometric, land use/land cover and hydrogeomorphic analyses have been carried out by visual interpretation method of remote sensing data of IRS, 1D-LISS III and IRS, P6-LISS III, and FCCs of band combination 2, 3 and 4. The interpreted data is supplemented as well as cross checked by field visits. The remote sensing and GIS tool could be helpful in getting the precise and valuable spatial information in understanding the present scenario contemplating with the past data and predicting the future trends. Morphometric analysis was done to determine the drainage characteristics of Bankukara watershed. The drainage pattern of the study area is predominantly dendritic to sub-dendritic in nature; however, locally structurally controlled drainage pattern is also seen. The development of stream segments is affected by slope and local relief. The bifurcation ratio indicates that the drainage pattern is structurally controlled. The land use/land cover change detection for 2001 and 2005 showed an increase in uncultivated land by 1.37%, dense forest by 0.17%, wasteland by 1.46% and rock quarry by 0.10%. There has been a decrease in the area under cultivated land by 1.99%, open forest by 0.12%, open scrub by 0.54% and water body by 0.40%. Hydrogeomorphic units identified through visual interpretation of FCC include alluvial plain, valley fills, plateau, buried pediment, pediments and intermontane. Based on land use/land cover change detection and hydrogeomorphological mapping, the Bankukara watershed has qualitatively been categorized into four groundwater potential zones, viz. good to very good, moderate to good, poor to moderate and very poor to poor. 相似文献
14.
【研究目的】 基于1990—2018年间的土地利用空间分布数据、数字高程模型(Digital Elevation Model,DEM)、植被、气象等数据,对位于东北地区自然资源时空变化及其区域生态环境效应进行定量分析。【研究方法】 按照东北地区自然-地理-资源分布规律,通过定量计算与定性分析相结合的区划分析手段,将研究区划分为7个二级自然资源亚区和14个三级自然资源地区,分析其近30年来（1990—2018年）自然资源时空动态特征及生态环境效应。【研究结果】 结果表明：（1）近30年,研究区最主要的变化是森林、草地转变为耕地、水体与湿地,同时大量耕地被开发为建设用地,以及草地的荒漠化现象较突出。这与当地的老工业基地振兴政策、强农惠农政策等关系紧密。（2）研究区整体生态环境质量呈下降趋势,尤其是I1、I5、I6、I7二级亚区(I1三江平原温带耕地亚区、I5小兴安岭山地温带森林亚区、I6山前平原温带耕地亚区和I7松辽平原温带草耕亚区)。（3）森林、草地转变为耕地,大量面积的草地荒漠化等变化类型,对研究区生态环境质量恶化的生态贡献率较大。【结论】 近30年,研究区大量森林、草地转变为耕地和水体与湿地,大量耕地被开发为建设用地以及草地荒漠化加剧,其I1、I5、I6、I7二级亚区生态环境质量下降趋势较显著,森林、草地转变为耕地以及草地荒漠化等变化类型对此现象的生态贡献率较大。 相似文献
15.
《Geoforum》2016
This paper offers a critical assessment of REDD+ in Nigeria through a political ecology perspective. Focusing on questions of property rights and resource access, it maps the discursive articulations and contestations through which carbon rights are being determined. It also shows how these articulations and contestations are linked to land and forest rights, and how they shape everyday access to the forest. Evidence from the Nigerian case suggests that factors that complicate rights and undermine access to resources for forest communities under REDD+ are immanent to the contested terrain constituted in part by REDD+ proposals, proponents’ discourses and practices geared towards securing the forest for REDD+. Efforts to secure property rights and guarantee the permanence of REDD+ forests align with economic, ecological and ideological aspirations of state and non-state actors to produce a regime of militarised protectionism. I demonstrate how, in addition to its material and symbolic facilitation of the emergent carbon forestry economy, militarised protectionism as a regime of exclusion also constitutes collateral political economies of ‘more-than-carbon’ forest resources (such as timber and non-timber forest products) which perpetuate capital accumulation by the elites. It is this kind of exclusion–accumulation dialectic, legitimised by carbon forestry claims that this paper describes as carbonised exclusion. The paper thus furthers debates on the political ecology of REDD+ and other carbon forestry projects, while productively engaging technocentric literature on REDD+ and property rights. 相似文献
16.
João Wagner Alencar Castro 《Environmental Geology》2005,49(2):214-218
The migration of dunes and the consequent burying of the city of Paracuru by a transversal dunefield with perpendicular ridges oriented to the dominant windstream have been investigated. Overlapping aerial photographs taken during different flights have been used as a reference. Two sediment transportation directions were identified: the first is fed by the prevailing easterly winds; the second corresponds to the secondary southeasterly winds. With the maintenance of current wind conditions and pluvial precipitation, dunes will bury part of Paracuru town in approximately 120 years. Within this context, the geological evolution model that was applied proved to be satisfactory for the comprehension of sediment transportation mechanisms along the transversal dunes. Considering the prognosis in relation to Paracuru and its urban growth towards the dunefield, it is necessary to continue to study aeolian dynamics, aiming to develop support for the elaboration of future projects directed towards environmental management of the area. 相似文献
17.
祁连山石羊河上游山区土壤侵蚀的环境因子特征分析 总被引：3，自引：1，他引：2
在GIS技术支持下, 运用通用水土流失方程USLE, 对祁连山北坡东段的哈溪林区的土壤侵蚀量及空间分布进行了模拟运算, 并定量分析了各种环境因子与土壤侵蚀之间的关系. 结果显示: 研究区平均土壤侵蚀模数为25.1 t·hm-2·a-1, 微度和轻度侵蚀面积占总面积的80%, 而强度到剧烈侵蚀产生的侵蚀量占78.3%; 各土地类型土壤侵蚀模数由高到低依次是裸地>草地>农田>灌丛>乔木林, 裸地侵蚀量占到总侵蚀量的54.9%; 乔木林和灌木林95%以上侵蚀面积属微度侵蚀区, 农田中度到剧烈侵蚀的面积比例达到35.9%, 高于草地和其他植被类型, 而草地剧烈侵蚀面积比例高于农田. 海拔高度范围与土壤流失量之间的关系与植被的海拔分布范围明显相关; 土壤平均侵蚀模数随坡度的增加而增大, 土壤侵蚀量主要分布在15°～45°的坡度范围, 不同植被覆盖下土壤流失随坡度变化的趋势可在一定程度上反映该类植被对土壤流失的防止作用. 相似文献
18.
M. A. F. M. Rashidul Hasan M. M. Keramat S. Shahid R. Yasmin M. Mohsenipour Golam Shabbir Sattar 《Geotechnical and Geological Engineering》2016,34(5):1395-1411
Barind Tract, located north western part of Bangladesh, is one of the most diversified physiographic units of the country. The surface water supply in this part is particularly limited, so the irrigation is almost entirely depends on groundwater. However, over exploitation indicates falling groundwater heads in this area. The objective of present study is to examine the nature of the aquifer system Barind Tract of Bangladesh in order to assess the sustainability of groundwater yield. Borehole lithology data were collected, processed and analyzed for this purpose. Representative panel diagram, 3-D stratigraphic and cross-sectional views were also prepared for necessary assessment of the variation of individual subsurface stratum in different locations. The study identified three subsurface geologic formations namely, a top clay layer, sand layer of different grain size and at the bottom an impermeable clay zone. Maps of formation thickness and index revealed that aquifer thickness is low in the north-western corner and in some places of middle of south-western corner. The thickness of sand formation in other places is recorded above 20 m. It is expect that the finding of the study will help groundwater resources development, planning and management in the area. 相似文献
19.
Tor A. Benjaminsen 《GeoJournal》1997,43(2):163-174
The study takes a conventional supply and demand approach to the study of fuelwood use. It compares estimated wood production in West African bush and forest formations based on an available equation using rainfall data with own collected data on local wood consumption in a village in southern Mali. To allow comparison, data from 49 other villages in the same area are analysed. This study, toget her with an earlier study in northern Mali, indicates that locally induced deforestation caused by fuelwood use does not represent an immediate problem in rural Mali. Local use of fuelwood does not seem to be exceeding forest regeneration. However, where there is external pressure on the forest represented by commercial exploitation of wood for sale in the urban centres, fuelwood depletion might occur. 相似文献
20.
The mid-subtropical forest is one of the biggest sections of subtropical forest in China and plays a vital role in mitigating climate change by sequestering carbon. Studies have examined carbon storage density (CSD) distribution in temperate forests. However, our knowledge of CSD in subtropical forests is limited. In this study, Jiangle County was selected as a study case to explore geographic variation in CSD. A spatial heterogeneity analysis by semi-variogram revealed that CSD varied at less than the mesoscale (approximately 2000–3000 m). CSD distribution mapped using Kriging regression revealed an increasing trend in CSD from west to east of the study area. Global spatial autocorrelation analysis indicated that CSD was clustered at the village level (at 5% significance). Some areas with local spatial autocorrelation were detected by Anselin Local Moran’s I and Getis-Ord G*. A geographically weighted regression model showed different impacts on the different areas for each determinant. Generally, diameter at breast height, tree height, and stand density had positive correlation with CSD in Jiangle County, but varied substantially in magnitude by location. In contrast, coefficients of elevation and slope ranged from negative to positive. Based on these results, we propose certain measures to increase forest carbon storage, including increasing forested area, improving the quality of the current forests, and promoting reasonable forest management decisions and harvesting strategies. The established CSD model emphasizes the important role of mid-subtropical forest in carbon sequestration and provides useful information for quantifying mid-subtropical forest carbon storage. 相似文献