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Global Fire Season Types and Their Characteristics Based on MODIS Burned Area Data
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作者 ZHANG Weihan LIU Ronggao +2 位作者 HE Jiaying LIU Yang WU Chao 《Chinese Geographical Science》 2025年第2期374-383,共10页
Fire season affects the dynamic changes of post-fire vegetation communities and carbon emissions.Analyzing its global patterns supports understanding of the ecological impacts of fires and responses of fires to climat... Fire season affects the dynamic changes of post-fire vegetation communities and carbon emissions.Analyzing its global patterns supports understanding of the ecological impacts of fires and responses of fires to climate change.Meteorological variables have been widely used to quantify fire season in current studies.However,their results can not be used to assess climate impacts on the seasonality of fire activities.Here we utilized satellite-based Moderate Resolution Imaging Spectroradiometer(MODIS)burned area data from 2001 to 2022 to identify global fire season types based on the number of peaks within a year.Using satellite data and innovatively processing the data to obtain a more accurate length of the fire season.We divided fire season types and examined the spatial distribution of fire season types across the Koppen-Geiger climate(KGC)zones.At a global scale,we identified three major fire season types,including unimodal(31.25%),bimodal(52.07%),and random(16.69%).The unimodal fire season primarily occurs in boreal and tropical regions lasting about 2.7 mon.In comparison,temperate ecosystems tend to have a longer fire season(3 mon)with two peaks throughout the year.The KGC zones show divergent contributions from the fire season types,indicating potential impacts of the climatic conditions on fire seasonality in these regions. 展开更多
关键词 fire season fire season types Moderate Resolution Imaging Spectroradiometer(MODIS) burned area data Köppen-Geiger climate classification system global terrestrial ecosystems
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Rainfall Threshold Calculation Method for Debris Flow Pre-Warning in Data-Poor Areas 被引量:3
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作者 潘华利 黄江成 +1 位作者 汪稔 欧国强 《Journal of Earth Science》 SCIE CAS CSCD 2013年第5期854-862,共9页
Debris flows are the one type of natural disaster that is most closely associated with hu- man activities. Debris flows are characterized as being widely distributed and frequently activated. Rainfall is an important ... Debris flows are the one type of natural disaster that is most closely associated with hu- man activities. Debris flows are characterized as being widely distributed and frequently activated. Rainfall is an important component of debris flows and is the most active factor when debris flows oc- cur. Rainfall also determines the temporal and spatial distribution characteristics of the hazards. A reasonable rainfall threshold target is essential to ensuring the accuracy of debris flow pre-warning. Such a threshold is important for the study of the mechanisms of debris flow formation, predicting the characteristics of future activities and the design of prevention and engineering control measures. Most mountainous areas have little data regarding rainfall and hazards, especially in debris flow forming re- gions. Therefore, both the traditional demonstration method and frequency calculated method cannot satisfy the debris flow pre-warning requirements. This study presents the characteristics of pre-warning regions, included the rainfall, hydrologic and topographic conditions. An analogous area with abundant data and the same conditions as the pre-warning region was selected, and the rainfall threshold was calculated by proxy. This method resolved the problem of debris flow pre-warning in ar- eas lacking data and provided a new approach for debris flow pre-warning in mountainous areas. 展开更多
关键词 rainfall threshold debris flow pre-warning calculation method data lack area.
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Spatiotemporal Measurement of Regional Expansion in Changsha-Zhuzhou-Xiangtan Metropolitan Area Based on Nighttime Light Data 被引量:3
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作者 Jian Zheng Guoguang Wang Hua Wang 《Journal of Geographic Information System》 2020年第3期202-220,共19页
The research purpose is to accurately reveal the temporal and spatial law of the urban expansion of Changsha-Zhuzhou-Xiangtan, one of the seven major urban agglomeration areas in China, and provide decision-making bas... The research purpose is to accurately reveal the temporal and spatial law of the urban expansion of Changsha-Zhuzhou-Xiangtan, one of the seven major urban agglomeration areas in China, and provide decision-making basis for the future urban construction land layout and regional development policy-making. Based on the night lighting data (DMSP/OLS), this paper extracts the boundary of the urban construction land of Changsha-Zhuzhou-Xiangtan urban agglomeration from 1993 to 2017, and quantitatively studies the spatial and temporal characteristics of the expansion of the metropolitan area in the past 25 years according to the methods of spatial expansion analysis, center of gravity migration measurement, landscape pattern index, spatial autocorrelation, etc. The results show that: 1) it is scientific and feasible to extract urban agglomeration construction land by the method of auxiliary data comparison for the study of urban expansion;2) the expansion of regional space in Changsha-Zhuzhou-Xiangtan metropolitan area shows a trend of “weakening first and strengthening later”. The construction land keeps increasing, and the expansion form gradually changes from extensive type to intensive type;3) the center of gravity of the metropolitan area fluctuated and repeated in part during the past 25 years, but it was always located in the municipal district of Changsha city. The eastern region, mainly Changsha city, was still the core area of urban agglomeration expansion;4) strengthening the territorial space protection and control of ecological green core in the metropolitan area is a key measure for the high-quality development of urban agglomeration. 展开更多
关键词 Changsha-Zhuzhou-Xiangtan Spatial Expansion Nighttime Light data Metropolitan area Control Scenario
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Effective Life and Area Based Data Storing and Deployment in Vehicular Ad-Hoc Networks
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作者 Hirokazu Miura Hideki Tode Hirokazu Taki 《Communications and Network》 2015年第3期146-157,共12页
In vehicular ad-hoc networks (VANETs), store-carry-forward approach may be used for data sharing, where moving vehicles carry and exchange data when they go by each other. In this approach, storage resource in a vehic... In vehicular ad-hoc networks (VANETs), store-carry-forward approach may be used for data sharing, where moving vehicles carry and exchange data when they go by each other. In this approach, storage resource in a vehicle is generally limited. Therefore, attributes of data that have to be stored in vehicles are an important factor in order to efficiently distribute desired data. In VANETs, there are different types of data which depend on the time and location. Such kind of data cannot be deployed adequately to the requesting vehicles only by popularity-based rule. In this paper, we propose a data distribution method that takes into account the effective life and area in addition to popularity of data. Our extensive simulation results demonstrate drastic improvements on acquisition performance of the time and area specific data. 展开更多
关键词 Vehicular AD-HOC Networks (VANETs) POPULARITY EFFECTIVE LIFE EFFECTIVE area data DEPLOYMENT
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Design and Study on Management Tools of Land Data Center for Integration of Urban and Rural Areas
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作者 Shiwu XU Xiuzhen LIU 《Journal of Geographic Information System》 2009年第1期42-47,共6页
The rapid development of urbanization requires land management business should change the former single systematic pattern, and advance to integration of functions and data sharing. In order to meets the requirement, ... The rapid development of urbanization requires land management business should change the former single systematic pattern, and advance to integration of functions and data sharing. In order to meets the requirement, this paper presents a new thinking for land management pattern, and management tools of data center for integration of urban and rural areas. The tools were based on MapGIS, which have made the management of multi-subjects, multi-areas, multi-sources and multi-measurement data possible. The techniques of this system are designed accord with national related standard. Experimental result shows that the tools have obvious technical advantage in land resource business integration management. 展开更多
关键词 integration of urban and RURAL areas TERRITORY RESOURCE data center data SHARING
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Monitoring Soil Salt Content Using HJ-1A Hyperspectral Data: A Case Study of Coastal Areas in Rudong County, Eastern China 被引量:5
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作者 LI Jianguo PU Lijie +5 位作者 ZHU Ming DAI Xiaoqing XU Yan CHEN Xinjian ZHANG Lifang ZHANG Runsen 《Chinese Geographical Science》 SCIE CSCD 2015年第2期213-223,共11页
Hyperspectral data are an important source for monitoring soil salt content on a large scale. However, in previous studies, barriers such as interference due to the presence of vegetation restricted the precision of m... Hyperspectral data are an important source for monitoring soil salt content on a large scale. However, in previous studies, barriers such as interference due to the presence of vegetation restricted the precision of mapping soil salt content. This study tested a new method for predicting soil salt content with improved precision by using Chinese hyperspectral data, Huan Jing-Hyper Spectral Imager(HJ-HSI), in the coastal area of Rudong County, Eastern China. The vegetation-covered area and coastal bare flat area were distinguished by using the normalized differential vegetation index at the band length of 705 nm(NDVI705). The soil salt content of each area was predicted by various algorithms. A Normal Soil Salt Content Response Index(NSSRI) was constructed from continuum-removed reflectance(CR-reflectance) at wavelengths of 908.95 nm and 687.41 nm to predict the soil salt content in the coastal bare flat area(NDVI705 < 0.2). The soil adjusted salinity index(SAVI) was applied to predict the soil salt content in the vegetation-covered area(NDVI705 ≥ 0.2). The results demonstrate that 1) the new method significantly improves the accuracy of soil salt content mapping(R2 = 0.6396, RMSE = 0.3591), and 2) HJ-HSI data can be used to map soil salt content precisely and are suitable for monitoring soil salt content on a large scale. 展开更多
关键词 soil salt content normalized differential vegetation index(NDVI) hyperspectral data Huan Jing-Hyper Spectral Imager(HJ-HSI) coastal area eastern China
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The Study of Area-Concentration Fractal Method in Litho-Geochemical Data in Tanurjeh Area, Khorasan Province
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作者 Kimya Ajayebi Hamidreza Jafari Behzad Behbahani 《Open Journal of Geology》 2015年第6期451-457,共7页
Given the scientific progresses as well as the invention of new methods in exploration, it is necessary to conduct some re-investigations in several exploration zones. So, in the present research, geochemical data on ... Given the scientific progresses as well as the invention of new methods in exploration, it is necessary to conduct some re-investigations in several exploration zones. So, in the present research, geochemical data on Tanurjeh exploration zone, (located in Northern Neishaboor, Khorasane Razavi province) is studied by using some modern statistical methods. Fractal methods are appropriated to study and separate the grades societies in deposits. In this article, litho-geochemical analysis results (ICP) are processed by concentration area fractal method (CA). The distribution diagrams related to the statistical populations are drawn, and anomaly populations of Copper, Gold and Molybdenum are determined besides previous studies (petrography and alteration), the results of statistic methods (CA) and aid presence of the porphyry system in depth. 展开更多
关键词 CONCENTRATION FRACTAL Method Litho-Geochemical data Tanurjeh area
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Application of Connected Truck Data to Evaluate Spatiotemporal Impact of Rest Area Closures on Ramp Parking
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作者 Jijo K. Mathew Jairaj Desai +1 位作者 Edward D. Cox Darcy M. Bullock 《Journal of Transportation Technologies》 2024年第3期289-307,共19页
Ensuring adequate access to truck parking is critical to the safe and efficient movement of freight traffic. There are strict federal guidelines for commercial truck driver rest periods. Rest areas and private truck s... Ensuring adequate access to truck parking is critical to the safe and efficient movement of freight traffic. There are strict federal guidelines for commercial truck driver rest periods. Rest areas and private truck stops are the only places for the trucks to stop legally and safely. In locations without sufficient parking areas, trucks often park on interstate ramps, which create safety risks for other interstate motorists. Historically, agencies have employed costly and time intensive manual counting methods, camera surveillance, and driver surveys to assess truck parking. Connected truck data, available in near real-time, offers an efficient alternative to practitioners to assess truck parking patterns and identify areas where there may be insufficient safe parking spaces. This paper presents a case study of interstate I-70 in east central Indiana and documents the observed spatiotemporal impacts of a rest area closure on truck parking on nearby interstate ramps. Results showed that there was a 28% increase in parking on ramps during the rest area closure. Analysis also found that ramps closest to the rest area were most impacted by the closure, seeing a rise in truck parking sessions as high as 2.7 times. Parking duration on the ramps during rest area closure also increased drastically. Although it was expected that this would result in increased parking by trucks on adjacent ramps, this before, during, after scenario provided an ideal scenario to evaluate the robustness of these techniques to assess changing parking characteristics of long-haul commercial trucks. The data analytics and visualization tools presented in this study are scalable nationwide and will aid stakeholders in informed data-driven decision making when allocating resources towards improving the nations commercial vehicle parking infrastructure. 展开更多
关键词 Connected Truck data Rest areas Exit Ramps Truck Parking Commercial Vehicles
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Area Analysis for On-chip Routers with Different Data-link Widths
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作者 张敏 罗风光 +1 位作者 冯勇华 胡嘉 《Journal of Electronic Science and Technology of China》 2006年第2期161-164,共4页
Compared with the traditional and inter-chip networks, on-chip networks (NoCs) have enormous wire resources which can be traded for improving other performance requirements. This means that much wider data links can... Compared with the traditional and inter-chip networks, on-chip networks (NoCs) have enormous wire resources which can be traded for improving other performance requirements. This means that much wider data links can be used for NoCs. This paper focuses on the area costs for on-chip routers under four different data-link widths: 8 bits, 16 bits, 128 bits, and 256bits. Firstly, a virtual-channel based on-chip router is introduced. Secondly, the components of the router are implemented by Verilog HDL models and synthesized by Quartus II 4.0 in a FPGA device. Finally, the area costs are analyzed. It can be seen from the results that data-link width has great influence on area costs of buffers and crossbar while has no influence on area costs of arbiter. 展开更多
关键词 on-chip networks ROUTER data-linkwidths area costs FPGA
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Natural Gas Prospecting by Using Satellite MT Data in Chishui Area,Guizhou
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作者 杨柏林 《Chinese Journal Of Geochemistry》 EI CAS 1997年第1期69-74,共6页
Oil-gas remote sensing information is obtained from satellite TM data through graph-ic treatment in the light of the hydrocarbon-microseepage theory. The nine target areas (ofthree types) selected on this basis coinci... Oil-gas remote sensing information is obtained from satellite TM data through graph-ic treatment in the light of the hydrocarbon-microseepage theory. The nine target areas (ofthree types) selected on this basis coincide well with the occurrence of natural gases and have been proved by subsequent prospecting. Plants in the target areas are characterized, as a result of hydrocarbon- microseepage, by abnormal spectral features with the absorption peaks of chlorophyll shifting toward blue light, reflectivity in the range of visible light increasing and re-flectivity in the near infrared region decreasing. 展开更多
关键词 贵州 油气成因 人造卫星 赤水地区 遥感数据 天然气
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Use of Linear Spectral Mixture Model to Estimate Rice Planted Area Based on MODIS Data 被引量:2
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作者 WANG Lei Satoshi UCHID 《Rice science》 SCIE 2008年第2期131-136,共6页
MODIS (Moderate Resolution Imaging Spectroradiometer) is a key instrument aboard the Terra (EOS AM) and Aqua (EOS PM) satellites. Linear spectral mixture models are applied to MOIDS data for the sub-pixel classi... MODIS (Moderate Resolution Imaging Spectroradiometer) is a key instrument aboard the Terra (EOS AM) and Aqua (EOS PM) satellites. Linear spectral mixture models are applied to MOIDS data for the sub-pixel classification of land covers. Shaoxing county of Zhejiang Province in China was chosen to be the study site and early rice was selected as the study crop. The derived proportions of land covers from MODIS pixel using linear spectral mixture models were compared with unsupervised classification derived from TM data acquired on the same day, which implies that MODIS data could be used as satellite data source for rice cultivation area estimation, possibly rice growth monitoring and yield forecasting on the regional scale. 展开更多
关键词 RICE planted area Moderate Resolution Imaging Spectroradiometer Thematic Mapper data mixed pixel linear spectral mixture model
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Mapping of moraine dammed glacial lakes and assessment of their areal changes in the central and eastern Himalayas using satellite data 被引量:3
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作者 Sazeda BEGAM Dhrubajyoti SEN 《Journal of Mountain Science》 SCIE CSCD 2019年第1期77-94,共18页
The relatively rapid recession of glaciers in the Himalayas and formation of moraine dammed glacial lakes(MDGLs) in the recent past have increased the risk of glacier lake outburst floods(GLOF) in the countries of Nep... The relatively rapid recession of glaciers in the Himalayas and formation of moraine dammed glacial lakes(MDGLs) in the recent past have increased the risk of glacier lake outburst floods(GLOF) in the countries of Nepal and Bhutan and in the mountainous territory of Sikkim in India. As a product of climate change and global warming, such a risk has not only raised the level of threats to the habitation and infrastructure of the region, but has also contributed to the worsening of the balance of the unique ecosystem that exists in this domain that sustains several of the highest mountain peaks of the world. This study attempts to present an up to date mapping of the MDGLs in the central and eastern Himalayan regions using remote sensing data, with an objective to analyse their surface area variations with time from 1990 through 2015, disaggregated over six episodes. The study also includes the evaluation for susceptibility of MDGLs to GLOF with the least criteria decision analysis(LCDA). Forty two major MDGLs, each having a lake surface area greater than 0.2 km2, that were identified in the Himalayan ranges of Nepal, Bhutan, and Sikkim, have been categorized according to their surface area expansion rates in space and time. The lakes have been identified as located within the elevation range of 3800 m and6800 m above mean sea level(a msl). With a total surface area of 37.9 km2, these MDGLs as a whole were observed to have expanded by an astonishing 43.6% in area over the 25 year period of this study. A factor is introduced to numerically sort the lakes in terms of their relative yearly expansion rates, based on their interpretation of their surface area extents from satellite imageries. Verification of predicted GLOF events in the past using this factor with the limited field data as reported in literature indicates that the present analysis may be considered a sufficiently reliable and rapid technique for assessing the potential bursting susceptibility of the MDGLs. The analysis also indicates that, as of now, there are eight MDGLs in the region which appear to be in highly vulnerable states and have high chances in causing potential GLOF events anytime in the recent future. 展开更多
关键词 GLACIER RETREAT LAKES MAPPING MORAINE dammed GLACIAL lake(MDGL) Surface area change of LAKES Landsat imagery data Least criteria decision analysis(LCDA)
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Validation and application of multi-source altimeter wave data in China's offshore areas
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作者 KONG Yawen ZHANG Xiuzhi +1 位作者 SHENG Lifang CHEN Baozhang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第11期86-96,共11页
Studies of offshore wave climate based on satellite altimeter significant wave height(SWH) have widespread application value. This study used a calibrated multi-altimeter SWH dataset to investigate the wave climate ... Studies of offshore wave climate based on satellite altimeter significant wave height(SWH) have widespread application value. This study used a calibrated multi-altimeter SWH dataset to investigate the wave climate characteristics in the offshore areas of China. First, the SWH measurements from 28 buoys located in China's coastal seas were compared with an Ifremer calibrated altimeter SWH dataset. Although the altimeter dataset tended to slightly overestimate SWH, it was in good agreement with the in situ data in general. The correlation coefficient was 0.97 and the root-mean-square(RMS) of differences was 0.30 m. The validation results showed a slight difference in different areas. The correlation coefficient was the maximum(0.97) and the RMS difference was the minimum(0.28 m) in the area from the East China Sea to the north of the South China Sea.The correlation coefficient of approximately 0.95 was relatively low in the seas off the Changjiang(Yangtze River) Estuary. The RMS difference was the maximum(0.32 m) in the seas off the Changjiang Estuary and was0.30 m in the Bohai Sea and the Yellow Sea. Based on the above evidence, it is confirmed that the multialtimeter wave data are reliable in China's offshore areas. Then, the characteristics of the wave field, including the frequency of huge waves and the multi-year return SWH in China's offshore seas were analyzed using the23-year altimeter wave dataset. The 23-year mean SWH generally ranged from 0.6-2.2 m. The greatest SWH appeared in the southeast of the China East Sea, the Taiwan Strait and the northeast of the South China Sea.Obvious seasonal variation of SWH was found in most areas; SWH was greater in winter and autumn than in summer and spring. Extreme waves greater than 4 m in height mainly occurred in the following areas: the southeast of the East China Sea, the south of the Ryukyu Islands, the east of Taiwan-Luzon Island, and the Dongsha Islands extending to the Zhongsha Islands, and the frequency of extreme waves was 3%-6%. Extreme waves occurred most frequently in autumn and rarely in spring. The 100-year return wave height was greatest from the northwest Pacific seas extending to southeast of the Ryukyu Islands(9-12 m), and the northeast of the South China Sea and the East China Sea had the second largest wave heights(7-11 m). For inshore areas, the100-year return wave height was the greatest in the waters off the east coast of Guangdong Province and the south coast of Zhejiang Province(7-8 m), whereas it was at a minimum in the area from the Changjiang Estuary to the Bohai Sea(4-6 m). An investigation of sampling effects indicates that when using the 1°×1°grid dataset, although the combination of nine altimeters obviously enhanced the time and space coverage of sampling, the accuracy of statistical results, particularly extreme values obtained from the dataset, still suffered from undersampling problems because the time sampling percent in each 1°×1°grid cell was always less than33%. 展开更多
关键词 multi-altimeter wave data buoy measurements China's offshore area wave climate
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Database Management System Construction for the Evaluation Results of Intensive Land Use in the Development Areas of Hunan Province 被引量:1
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作者 Mingliang LIU 《Asian Agricultural Research》 2013年第12期54-58,共5页
Using spatial data integration and database technology,analyzing and integrating the assessment results in all the development zones at different time in Hunan Province,the paper is intended to construct the database ... Using spatial data integration and database technology,analyzing and integrating the assessment results in all the development zones at different time in Hunan Province,the paper is intended to construct the database and managerial system for the assessment results of land use intensity in development zones,thus formulating"one map"of Hunan Development zones and realizing the integrated management and application of the assessment results in all the development zones at any time of Hunan above the provincial level.It has been proved that the system has good application effect and promising development in land management for land management departments and development zones. 展开更多
关键词 SPATIAL data INTEGRATION EVALUATION of INTENSIVE l
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基于M元扩频的循环码移位键控短数据帧检测研究
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作者 王颢 窦高奇 +1 位作者 修梦雷 王臻 《系统工程与电子技术》 北大核心 2026年第1期372-379,共8页
针对大规模物联网短数据包帧结构中前导码开销过大的问题,提出了一种无前导码检测方法。该方法基于循环码移位键控的M元扩频和非二进制低密度奇偶校验码结合的短数据包,提出了该短数据包系统的盲检测算法的理论表达式,并通过蒙特卡罗仿... 针对大规模物联网短数据包帧结构中前导码开销过大的问题,提出了一种无前导码检测方法。该方法基于循环码移位键控的M元扩频和非二进制低密度奇偶校验码结合的短数据包,提出了该短数据包系统的盲检测算法的理论表达式,并通过蒙特卡罗仿真验证理论模型推导的正确性,并进行不同参数下的性能仿真。结果表明所提出的盲检测算法可以有效对抗时间偏移和频率偏移影响,在非常低的信噪比下实现可靠检测,并可根据应用场景灵活选择M元扩频阶数以实现携带信息量与检测性能的均衡。 展开更多
关键词 低功耗广域网 短数据包 M元扩频 循环码移位键控 盲检测
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基于SWAT的无资料流域水资源可利用量研究
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作者 高雅玉 张宇婷 +1 位作者 狄仕翔 李萌萌 《节水灌溉》 北大核心 2026年第2期16-22,31,共8页
黄土高原半干旱区水资源总体匮乏,水资源的保障程度严重地制约着社会经济的快速发展。为提高区域水资源可供给量、深度挖掘区域节水潜力,以马莲河流域为代表性流域,构建了基于SWAT的流域分布式水文模型。通过分析模型输出,完成对无资料... 黄土高原半干旱区水资源总体匮乏,水资源的保障程度严重地制约着社会经济的快速发展。为提高区域水资源可供给量、深度挖掘区域节水潜力,以马莲河流域为代表性流域,构建了基于SWAT的流域分布式水文模型。通过分析模型输出,完成对无资料子流域的产水量和产水时间特征模拟,分析计算出无资料流域的水资源可利用量和节水潜力区,为后续水资源高效利用提供可靠的流域基础数据和分析依据。马莲河流域SWAT水文模型的确定性系数为0.79、NSE为0.73,流域年平均径流深为27.78 mm,年平均水资源产量为5.29亿m^(3),汛期径流深20.00 mm,水资源产量为3.81亿m^(3),流域的自产水资源量充足,可利用潜力较大。子流域司家沟流域的节水潜力区为径流深2~10 mm的区域,产流量为341.9万m^(3),占总产流量的56.73%;6-9月为主要的、稳定的流域产流月,占年产流量的51.36%,是水资源利用的关键时间点。研究结果可促使区域更加合理高效地利用半干旱区的常规与非常规水资源,可为区域水资源规划、水利工程建设、生态工程建设以及水资源高效利用设施的建设提供理论基础与技术支撑。 展开更多
关键词 水资源可利用量 节水潜力区 SWAT模型 无资料流域 黄土高原半干旱区
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基于最小数据集的黄土丘陵区耕地土壤质量评价
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作者 司瑞 孙军刚 +7 位作者 赵子豪 李新斌 康成鑫 常亮 喜俊生 张姚 权国荣 赵荣昌 《农业机械学报》 北大核心 2026年第2期354-363,共10页
土壤质量评价是精细化农业生产和土地科学管理的关键依据,对保障国家粮食安全具有重要意义。为明确黄土丘陵区耕地土壤质量,以黄土高原南缘韩城市为研究区,采集土壤表层(0~20 cm) 134个土壤样品,测定了涵盖土壤物理、养分和环境特征的2... 土壤质量评价是精细化农业生产和土地科学管理的关键依据,对保障国家粮食安全具有重要意义。为明确黄土丘陵区耕地土壤质量,以黄土高原南缘韩城市为研究区,采集土壤表层(0~20 cm) 134个土壤样品,测定了涵盖土壤物理、养分和环境特征的27项指标,基于主成分分析和Norm原则构建最小数据集(Minimum data set,MDS)同时结合土壤质量指数(Soil quality index,SQI)法和地统计分析,对研究区土壤质量进行评价。结果表明:研究区土壤偏碱性(pH平均值为8.31),质地属于粘壤土,土壤环境处于轻度生态风险,环境质量良好,土壤养分中碱解氮含量较缺乏,有机碳和有效磷含量处于适中水平,全磷和速效钾含量较为丰富。黄土高原南缘韩城地区土壤质量评价最小数据集由土壤含水率、比重、毛管孔隙度、有机碳含量、锌含量、镍含量和粗砂粒含量7项指标构成其中有机碳含量在土壤质量评价指标中权重最大,即有机碳含量为控制该区域土壤质量的关键因子。最小数据集土壤质量指数(SQI-MDS)均值(0.522)与全量数据集土壤质量指数(SQI-TDS)均值(0.537)相差较小,在土壤质量分级上均属于同一等级。SQI-MDS的变化区间和变异系数均高于SQI-TDS,且SQI-MDS与SQI-TDS拟合决定系数R2为0.812。因此基于最小数据集的土壤质量评价法在该区域具有更好的适用性,且评价准确度较高。半变异函数为高斯函数时,预测精度最高土壤质量在空间上呈现一定的分布规律,靠近河流区域,土壤质量指数越高,土壤质量越好。最小数据集和土壤质量指数评价法相结合可以准确高效全面反地映土壤质量,为解决土壤质量评价过程中土壤指标多、测试成本高和计算复杂等问题提供了新方法。 展开更多
关键词 黄土丘陵区 土壤质量评价 最小数据集 主成分分析 地统计分析
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粤港澳大湾区语言数据标注产业发展现状与对策
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作者 王立非 颜文瑾 《天津外国语大学学报》 2026年第1期10-20,109,110,共13页
本研究聚焦粤港澳大湾区语言数据标注产业,通过系统分析产业发展现状、空间格局、技术创新及人才体系,揭示该产业在数字经济时代的重要地位与发展路径。研究发现,截至2024年,大湾区语言数据标注产业产值达44.02亿元,占区域数据标注产业6... 本研究聚焦粤港澳大湾区语言数据标注产业,通过系统分析产业发展现状、空间格局、技术创新及人才体系,揭示该产业在数字经济时代的重要地位与发展路径。研究发现,截至2024年,大湾区语言数据标注产业产值达44.02亿元,占区域数据标注产业69.9%,形成以广深为核心的高度集聚格局。产业与数字经济、人工智能及新质生产力呈现显著协同效应,标注产业规模每增加10%,数字经济指数、人工智能企业数、新质生产力水平分别增长0.30%、8.96%和0.24%。然而,产业面临企业规模偏小、技术创新不足及人才结构失衡等挑战。研究建议,通过加强区域协同、培育龙头企业、促进技术创新及完善人才体系,推动产业向规范化、智能化方向发展,为我国人工智能发展提供核心支撑。 展开更多
关键词 粤港澳大湾区 语言数据 数据标注 人工智能 产业发展
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无人机技术在地质矿产工程测绘中的应用研究
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作者 王勇 房立保 +1 位作者 邵艳坡 李蕙如 《世界有色金属》 2026年第1期196-198,共3页
为提高金属矿区测绘的精度与效率,采用无人机技术进行数据采集与处理。研究通过飞行规划、传感器配置及数据融合方法,完成矿区的地形建模与资源评估。结果表明,无人机技术显著缩短了数据采集时间,提升了测绘精度,并有效避免了高风险区... 为提高金属矿区测绘的精度与效率,采用无人机技术进行数据采集与处理。研究通过飞行规划、传感器配置及数据融合方法,完成矿区的地形建模与资源评估。结果表明,无人机技术显著缩短了数据采集时间,提升了测绘精度,并有效避免了高风险区域的人工操作。该方法为矿区资源管理与开采规划提供了可靠的数据支持,推动了矿区测绘的数字化转型。 展开更多
关键词 无人机技术 矿区测绘 数据采集 地形建模
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