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Soil Database Management Software Development for Optimizing Land Resource Information Utilization to Support National Food Security
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作者 Rizatus Shofiyati Saefoel Bachri 《Journal of Geographic Information System》 2011年第3期211-216,共6页
Since land resource database development in 1987/1988, a large amount of digital data in spatial, tabular and metadata format has been collected and generated. There are some application softwares of soil database to ... Since land resource database development in 1987/1988, a large amount of digital data in spatial, tabular and metadata format has been collected and generated. There are some application softwares of soil database to manage such a large amount of data, i.e.: Side & Horizon (SHDE4), Soil Sample Analysis (SSA), and Land Unit in dbf file, while Site and Horizon is in DataEase formats. The database contains soil physics and chemical property data of each soil horizon from surface to effective soil depth, climate, land surface condi- tions, and other parameters required for soil classification. Currently, database management software for land resources is still based on DOS and is stand alone. The system is not efficient and effectively used as Agri- cultural Land Resource Information System. At present, as a key component of this system requires review and development of new database software is compatible with the development of information technology. This paper explains about development of interactive agricultural land resources information system for op- timizing land resources data utilization. Hopefully, the software can give contributions in national Agricul- tural Land Resources System Information development for supporting food security. 展开更多
关键词 soil database Software DEVELOPMENT LAND RESOURCES Information FOOD Security
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A European digital accelerometric database:statistical analysis of engineering parameters of small to moderate magnitude events
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作者 Carlos S.Oliveira Gerard Gassol +1 位作者 Xavier Goula Teresa Susagna 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2014年第4期583-597,共15页
During the NERIES Project, an accelerometric database containing European digital information was developed. Besides event and station metadata, ground motion parameters, computed in a homogeneous manner, were assemb... During the NERIES Project, an accelerometric database containing European digital information was developed. Besides event and station metadata, ground motion parameters, computed in a homogeneous manner, were assembled: PGA, PGV, AI, TD, CAV, H1 and PSV(f,5%) (19,961 components, 2629 events, 547 stations). Merging small and moderate magnitude events produced a unique database capable of providing important information such as: (i) Correlations between several ground motion parameters follow analogous trends as in previous worldwide datasets, with slight corrections. (ii) Although PGA attenuations with distance show great uncertainties, four recent GMPEs recommended for Europe fit quite well the central 50% data interval for the distance range 10 〈 R 〈 200 kin; outside these distances, they do not fit. (iii) Soil amplification ratios indicate that weak motion (low magnitudes and larger distances) shows larger amplification than strong motion (short distances and large magnitudes) as represented in UBC97 for the USA, but not in EC8 for Europe. (iv) Average spectral shapes are smaller than in the EC8. (v) Differences in amplification factors for PGA, PGV and HI for EC8 soil classes B and C, and differences in spectral shapes for these soil classes, indicate that EC8, Type 2 S-coefficient should be frequency dependent, as in UBC97. 展开更多
关键词 NERIES project parametric accelerometric database European region PGA EC8 soil amplification
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南亚热带乡土树种与桉树人工林土壤真菌群落多样性和功能类群的比较
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作者 席守鸿 明安刚 +2 位作者 谭玲 何江 覃林 《广西植物》 CAS CSCD 北大核心 2024年第7期1232-1244,共13页
营造乡土树种人工林和桉树人工林是我国南亚热带森林经营的常见模式。为探究土壤真菌群落多样性及功能对乡土树种和桉树人工林的响应特征与机制,该研究以南亚热带4个乡土树种人工林[马尾松(Pinus massoniana)、火力楠(Michelia macclur... 营造乡土树种人工林和桉树人工林是我国南亚热带森林经营的常见模式。为探究土壤真菌群落多样性及功能对乡土树种和桉树人工林的响应特征与机制,该研究以南亚热带4个乡土树种人工林[马尾松(Pinus massoniana)、火力楠(Michelia macclurei)、米老排(Mytilaria laosensis)、红锥(Castanopsis hystrix)]和外来树种尾巨桉(Eucalyptus urophylla×E.grandis)人工林为对象,基于各林分土壤(0~20 cm)真菌18S rRNA高通量测序数据,利用FUNGuild数据库,比较分析乡土树种与尾巨桉人工林土壤真菌群落多样性和功能类群的差异特性及影响的主导土壤环境因子。结果表明:(1)5个研究林分的土壤真菌优势门均为子囊菌门和担子菌门,但不同乡土树种林分与尾巨桉林的土壤真菌优势目存在差异。(2)尾巨桉林土壤真菌群落α多样性高于乡土树种人工林,其群落组成结构也与乡土树种人工林存在显著差异(P<0.05)。(3)4个乡土树种人工林土壤的腐生营养型的相对丰度高于尾巨桉林,并且火力楠林和米老排林土壤丛枝菌根真菌的相对丰度明显高于尾巨桉林,尾巨桉林土壤共生营养型以及外生菌根真菌和木材腐生菌的相对丰度明显高于乡土树种人工林。(4)pH是导致尾巨桉林与乡土树种人工林土壤真菌群落多样性和功能类群差异的主要土壤环境因子。综上认为,在南亚热带地区将尾巨桉林改建成火力楠林或米老排林可提高土壤养分水平,提升土壤生态功能。 展开更多
关键词 土壤真菌群落 Illumina MiSeq高通量测序 FUNGuild数据库 乡土树种人工林 桉树人工林
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基于文献计量的土壤遗留效应研究现状与热点分析
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作者 刘泽华 李天凯 +1 位作者 何亚莉 陈林 《中国草地学报》 CSCD 北大核心 2024年第3期125-138,共14页
土壤遗留效应是介导植物群落和土壤特性之间相互作用的重要机制,不仅影响着植物群落动态和物种共存,同时在土地利用和管理方面也发挥着重要作用。本文基于Web of Science数据库中检索到的2000~2022年发表的相关文献进行计量学分析,探讨... 土壤遗留效应是介导植物群落和土壤特性之间相互作用的重要机制,不仅影响着植物群落动态和物种共存,同时在土地利用和管理方面也发挥着重要作用。本文基于Web of Science数据库中检索到的2000~2022年发表的相关文献进行计量学分析,探讨此研究领域的研究现状以及热点问题。结果表明:土壤遗留效应的发文量总体呈现上升趋势,美国农业部是发文量最多的机构(646篇),以中国科学院为代表的国内科研机构对该领域的发展也做出了积极贡献;生态学、环境科学、土壤学和植物学是该领域的主要发文学科,这些学科的交叉合作对深入了解土壤遗留效应起着关键作用;在国际合作方面,该领域已显示出全球交流和联系日益密切的趋势,但考虑到地理位置等因素,未来各研究团队仍需保持密切合作,共同加强该领域高水平、高认可度研究成果的产出;目前,该领域的热点问题集中在土壤遗留效应对土壤微生物群落、农业土地管理和不同生态系统恢复的影响,以及气候因素在驱动遗留效应中的作用。未来的研究可以进一步探讨这些问题,并结合新兴技术手段,如遥感技术、GIS技术和模型模拟等,推动土壤遗留效应的定量评估和预测,为实现可持续土地管理和生态系统发展提供支撑。 展开更多
关键词 土壤遗留效应 Web of Science数据库 文献计量 VOSviewer可视化分析
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基于CNKI数据库1992—2022年生物炭领域研究文献计量分析
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作者 姚露露 胡海军 +2 位作者 姜丹 周清莲 饶静 《黑龙江科学》 2024年第4期73-76,共4页
利用CNKI知识网络服务平台,采用文献计量学方法,以生物炭为研究主题,采用高级检索方式,以1992—2022年CNKI数据库收录的文献为研究对象,对7504篇有效文献进行计量分析,梳理了生物炭研究热点与发展过程,展现了生物炭领域的基本现状,分析... 利用CNKI知识网络服务平台,采用文献计量学方法,以生物炭为研究主题,采用高级检索方式,以1992—2022年CNKI数据库收录的文献为研究对象,对7504篇有效文献进行计量分析,梳理了生物炭研究热点与发展过程,展现了生物炭领域的基本现状,分析了生物炭研究的前沿动向。结果显示,1992—2022年,我国生物炭研究呈现较好的发展趋势,2021年发表量最高,为1316篇;生物炭研究层次主要集中于应用基础研究及技术研究,相关学科主要涉及环境科学与资源利用及农业基础科学;目前,生物炭研究的主流领域为农业、环境科学、生态学、化学;我国对生物炭的研究未来主要聚焦在生物炭对重金属的吸附和生物炭修复土壤两方面,其中少数可能会聚焦在生物炭的迁移转换与原位修复、生物炭对水分的管理、对土壤酶活性及土壤pH等的影响,还有生物炭与其他材料结合改良生物炭性质等方面。 展开更多
关键词 CNKI数据库 生物炭 土壤酶活性 原位修复
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基于GIS的土壤墒情信息采集与监测系统
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作者 沈师清 刘宾 《现代电子技术》 北大核心 2024年第4期33-38,共6页
文章详细描述一个由微控制器建立的农田土壤墒情监测系统,该系统主要包括STM8S系列微控制器、土壤湿度传感器、DS18B20温度传感器、4G网络模块、北斗导航模块以及环境传感器等部分,能够实时收集农田土壤和空气的温湿度以及大气压力数据... 文章详细描述一个由微控制器建立的农田土壤墒情监测系统,该系统主要包括STM8S系列微控制器、土壤湿度传感器、DS18B20温度传感器、4G网络模块、北斗导航模块以及环境传感器等部分,能够实时收集农田土壤和空气的温湿度以及大气压力数据。该系统通过网络模块将收集的传感器信息传输至服务器,并用北斗系统对采集地点进行卫星定位。通过GIS软件,系统能实时追踪土壤湿度状况,并构造出土壤墒情的空间分布图。农户可通过手机APP实时查看土壤墒情信息,并通过APP的数据分析来确定农田的供给情况,并做出反应。经过实际测试,该系统操作简洁、性能稳定,可以帮助农户管理农田。 展开更多
关键词 土壤墒情 信息采集 信息监测 GIS 北斗导航 空间分布 SQL数据库
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基于CNKI数据库文献计量分析的土壤镉污染研究
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作者 王娅 张燕 《环保科技》 2024年第1期59-64,共6页
以CNKI数据库2002-2021年土壤镉污染研究文献为样本,利用CiteSpace文献可视化软件对其进行数据挖掘和定量分析,借助统计及文献计量学知识,统计并绘制有关国内土壤镉污染研究文献的发文数量、主要发文机构、发文作者、载文期刊和关键词情... 以CNKI数据库2002-2021年土壤镉污染研究文献为样本,利用CiteSpace文献可视化软件对其进行数据挖掘和定量分析,借助统计及文献计量学知识,统计并绘制有关国内土壤镉污染研究文献的发文数量、主要发文机构、发文作者、载文期刊和关键词情况,研究了20年来土壤镉污染的研究热点与发展趋势。研究表明,我国土壤镉污染研究经历了萌芽起步、平稳上升和井喷上升3个主要阶段,载文量最多的期刊为《农业环境科学学报》,该领域的代表性学者为中国农业部环境保护科研监测所的徐应明,且发文量最多的机构为农业部环境保护科研监测所。目前研究热点主要集中在镉的迁移转化、钝化剂、镉污染土壤修复等方面。该研究有助于了解国内土壤镉污染研究现状及进展,为后续研究及应用提供参考。 展开更多
关键词 土壤 镉污染 CNKI数据库 文献计量
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National Scale Analysis of Soil Organic Carbon Storage in China Based on Chinese Soil Taxonomy 被引量:34
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作者 YU Dong-Sheng SHI Xue-Zheng +3 位作者 WANG Hong-Jie SUN Wei-Xia E. D. WARNER LIU Qing-Hua 《Pedosphere》 SCIE CAS CSCD 2007年第1期11-18,共8页
Patterns of soil organic carbon (SOC) storage and density in various soil types or locations are the foundation for examining the role of soil in the global carbon cycle. An assessment of SOC storage and density patte... Patterns of soil organic carbon (SOC) storage and density in various soil types or locations are the foundation for examining the role of soil in the global carbon cycle. An assessment of SOC storage and density patterns in China based on soil types as defined by Chinese Soil Taxonomy (CST) and the recently compiled digital 1:1000000 Soil Database of China was conducted to generate a rigorous database for the future study of SOC storage. First, SOC densities of 7 292 soil profiles were calculated and linked by soil type to polygons of a digital soil map using geographic information system resulting in a 1:1 000 000 SOC density distribution map of China. Further results showed that soils in China covered 9 281×103 km2 with a total SOC storage of 89.14 Gt and a mean SOC density 96.0 t ha-1. Among the 14 CST orders, Cambosols and Argosols constituted high percentage of China's total SOC storage, while Andosols, Vertosols, and Spodsols had a low percentage. As for SOC density, Histosols were the highest, while Primosols were the lowest. Specific patterns of SOC storage of various soil types at the CST suborder, group, and subgroup levels were also described. Results obtained from the study of SOC storage and density of all CST soil types would be not only useful for international comparative research, but also for more accurately estimating and monitoring of changes of SOC storage in China. 展开更多
关键词 Chinese soil taxonomy soil database soil organic carbon soil type STORAGE
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Impact of land use change on soil resources in the peri-urban area of Suzhou city 被引量:10
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作者 ZHANGXuelei TANManzhi CHENJie SUNYanci 《Journal of Geographical Sciences》 SCIE CSCD 2005年第1期71-79,共9页
The Yangtze delta area is among the fastest developing areas in China. Here there are mega-cities like Shanghai, Nanjing and the attached urban areas of different sizes including those along the lower reaches of the Y... The Yangtze delta area is among the fastest developing areas in China. Here there are mega-cities like Shanghai, Nanjing and the attached urban areas of different sizes including those along the lower reaches of the Yangtze River from Shanghai up to Nanjing as well as their satellite cities and towns, forming one of the most densely distributed urban areas in China. This is a case study done in Suzhou city at the center of the Yangtze delta to reflect the impact of urban sprawl on soil resources using satellite images and digital soil databases. The extent of the developed land in the studied area and the impact of development on soil resources at 1:100,000 scale are estimated and the soil types impacted most by urbanization development are determined through overlaying the soil map on the satellite images (Landsat-7) of the studied area at different times (1984, 1995, 2000 and 2003). The methodology for this study consists of analyzing data resulting from using a geographic information system (GIS) to combine urban land use maps of different times derived from satellite images with data on soil characteristics contained in the established soil databases by which some results come into being to present the fast expanding trend of urbanization in the Yangtze delta area, the urban spread and the soils occupied by the urbanization process, and also the quality of the occupied soils. 展开更多
关键词 urban sprawl Suzhou city satellite images soil databases
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Soil Organic Carbon Density in Hebei Province, China: Estimates and Uncertainty 被引量:18
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作者 ZHAOYong-Cun SHIXue-Zheng +3 位作者 YUDong-Sheng T.F.PAGELLA SUNWei-Xia XUXiang-Hua 《Pedosphere》 SCIE CAS CSCD 2005年第3期293-300,共8页
In order to improve the precision of soil organic carbon (SOC) estimates, the sources of uncertainty in soil organic carbon density (SOCD) estimates and SOC stocks were examined using 363 soil profiles in Hebei Provin... In order to improve the precision of soil organic carbon (SOC) estimates, the sources of uncertainty in soil organic carbon density (SOCD) estimates and SOC stocks were examined using 363 soil profiles in Hebei Province, China, with three methods: the soil profile statistics (SPS), GIS-based soil type (GST), and kriging interpolation (KI). The GST method, utilizing both pedological professional knowledge and GIS technology, was considered the most accurate method of the three estimations, with SOCD estimates for SPS 10% lower and KI 10% higher. The SOCD range for GST was 84% wider than KI as KI smoothing effect narrowed the SOCD range. Nevertheless, the coefficient of variation for SOCD with KI (41.7%) was less than GST and SPS. Comparing SOCD’s lower estimates for SPS versus GST, the major sources of uncertainty were the conflicting area of proportional relations. Meanwhile, the fewer number of soil profiles and the necessity of using the smoothing effect with KI were its sources of uncertainty. Moreover, for local detailed variations of SOCD, GST was more advantageous in reflecting the distribution pattern than KI. 展开更多
关键词 professional pedological knowledge-based database (PKD) soil organic carbon (SOC) soil profile database (SPD) soil profile statistics (SPS) UNCERTAINTY
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Storage and Spatial Variation of Phosphorus in Paddy Soils of China 被引量:12
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作者 LIN Jin-Shi SHI Xue-Zheng +4 位作者 LU Xi-Xi YU Dong-Sheng WANG Hong-Jie ZHAO Yong-Cun SUN Wei-Xia 《Pedosphere》 SCIE CAS CSCD 2009年第6期790-798,共9页
Due to the growing concern about the agricultural phosphorus (P) losses pollution, an in-depth understanding of P in paddy soils of China would be helpful in providing a national perspective of the environmental impac... Due to the growing concern about the agricultural phosphorus (P) losses pollution, an in-depth understanding of P in paddy soils of China would be helpful in providing a national perspective of the environmental impact of P cycling and fertility on China's farms. In this study, we evaluated the P storage and the P density of paddy soils in China, characterized the spatial variations of P among the subgroups of paddy soils and soil regions in China, and evaluated the P data using GIS-based analysis, which included a newly compiled 1:1 000 000 digital soil map of China, and using 1 490 soil profiles. The available and total P densities of paddy soils were 6.7 and 698.5 g m -3 , respectively. Overall in China, the total P storage within 1 m of paddy soils was estimated to be 330.2 Tg. The P density of paddy soils varied substantially with subgroups due to the different soil water regimes such as groundwater table and soil drainage. The P availability in paddy soils, especially in surface layer, was higher in high temperature and precipitation areas. Further research is needed to examine more anthropogenic impact factors, such as increasing use of chemical fertilizer. 展开更多
关键词 paddy soil database paddy soil subgroups phosphorus density phosphorus pool
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Collection System of Soil Moisture Information Based on ZigBee and GPRS 被引量:2
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作者 Haihong LIU hao JIA +5 位作者 Yanhe LIU Qian'ao ZHAO Haoyu WANG Xueming DUAN Zhaoxin ZHANG Jianjie BI 《Agricultural Biotechnology》 CAS 2019年第6期64-67,共4页
Real-time monitoring and wireless transmission of farmland soil moisture have been paid with more and more attention in the research of agricultural drought monitoring, early warning and prevention and control technol... Real-time monitoring and wireless transmission of farmland soil moisture have been paid with more and more attention in the research of agricultural drought monitoring, early warning and prevention and control technology. The hardware design and software design of soil moisture monitoring in farmland were carried out, and a monitoring system based on the principles of ZigBee and GPRS technologies was developed and applied to the actual monitoring of soil moisture in farmland. This study provides a good idea to promote real-time monitoring, wireless transmission and intelligent management of soil moisture in farmland. 展开更多
关键词 FARMLAND soil moisture ZigBee technology GPRS technology database
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不同秸秆还田率情境下亚热带水田土壤的“碳汇”贡献模拟研究 被引量:1
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作者 罗玉叶 邱龙霞 +5 位作者 龙军 陈瀚阅 毋亭 李晶 邢世和 张黎明 《土壤学报》 CAS CSCD 北大核心 2023年第5期1442-1455,共14页
明确不同秸秆还田量对土壤“碳汇”的贡献大小是合理制定农业碳中和措施的基础。以我国典型亚热带地区——福建省水田土壤为研究对象,基于2016年15833个土壤样点实测数据和目前该地区最详细的1︰5万大比例尺土壤数据库,运用农业生态系... 明确不同秸秆还田量对土壤“碳汇”的贡献大小是合理制定农业碳中和措施的基础。以我国典型亚热带地区——福建省水田土壤为研究对象,基于2016年15833个土壤样点实测数据和目前该地区最详细的1︰5万大比例尺土壤数据库,运用农业生态系统中广泛使用的DNDC(DeNitrification and DeComposition)模型模拟了不同秸秆还田率下全省未来的土壤有机碳动态变化。结果表明,2017—2053年传统管理(15%)以及秸秆还田30%、50%和90%下水田土壤的年均固碳速率分别为173、302、478和838 kg·hm^(–2),固碳总量分别为11.56、20.15、31.90和55.95 Tg。从土壤亚类来看,咸酸和盐渍水稻土的年均固碳速率最大,不同秸秆还田率下介于220~920 kg·hm^(–2)·a^(–1)之间;而渗育和潴育水稻土的固碳量最大,不同秸秆还田率下合计介于9.45~45.52 Tg之间,约占研究区总固碳量的81%。从行政区来看,龙岩、泉州两个地级市的固碳速率和总量均最大,不同秸秆还田率下均分别在202~937 kg·hm^(–2)·a^(–1)和1.55~8.34 Tg之间。总体而言,福建省水稻土亚类和行政区在不同秸秆还田率下的固碳潜力差异很大,应有针对性制定“固碳减排”管理措施。 展开更多
关键词 秸秆还田 土壤有机碳 水田 1︰5万数据库 DNDC(DeNitrification and DeComposition)模型
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Database and primer selections affect nematode community composition under different vegetations of Changbai Mountain 被引量:1
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作者 Yixin Sun Xiaofang Du +4 位作者 Yingbin Li Xu Han Shuai Fang Stefan Geisen Qi Li 《Soil Ecology Letters》 CAS CSCD 2023年第1期142-150,共9页
High-throughput sequencing technology is increasingly used in the study of nematode biodiversity.However,the annotation difference of commonly used primers and reference databases on nematode community is still unclea... High-throughput sequencing technology is increasingly used in the study of nematode biodiversity.However,the annotation difference of commonly used primers and reference databases on nematode community is still unclear.We compared two pairs of primers(3NDf/C_1132rmod,NF1F/18Sr2bR)and three databases(NT_V20200604,SILVA138/18s Eukaryota and PR2_v4.5 databases)on the determination of nematode community from four different vegetation types in Changbai Mountain,including mixed broadleaf-conifer forest,dark coniferous forest,betula ermanii Cham and alpine tundra.Our results showed that the selection of different primers and databases influenced the annotation of nematode taxa,but the diversity of nematode community showed consistent pattern among different vegetation types.Our findings emphasize that it is necessary to select appropriate primer and database according to the target taxonomic level.The difference in primers will affect the result of nematode taxa at different classification levels,so sequencing analysis cannot be used for comparison with studies using different primers.In terms of annotation effect in this study,3NDf/C_1132rmod primers with NT_v20200604 database could provide more information than other combinations at the genus or species levels. 展开更多
关键词 soil nematodes PRIMER database High-throughput sequencing Community composition
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Quality Control and Evaluation of the Observed Daily Data in the North American Soil Moisture Database 被引量:4
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作者 Weilin LIAO Dagang WANG +2 位作者 Guiling WANG Youlong XIA Xiaoping LIU 《Journal of Meteorological Research》 SCIE CSCD 2019年第3期501-518,共18页
The North American Soil Moisture Database (NASMD) was initiated in 2011 to assemble and homogenize in situ soil moisture measurements from 32 observational networks in the United States and Canada encompassing more th... The North American Soil Moisture Database (NASMD) was initiated in 2011 to assemble and homogenize in situ soil moisture measurements from 32 observational networks in the United States and Canada encompassing more than 1800 stations. Although statistical quality control (QC) procedures have been applied in the NASMD, the soil moisture content tends to be systematically underestimated by in situ sensors in frozen soils, and using a single maximum threshold (i.e., 0.6 m3 m-3) may not be sufficient for robust QC because of the diverse soil textures in North America. In this study, based on the in situ soil porosity and North American Land Data Assimilation System phase 2 (NLDAS-2) Noah soil temperature, the simple automated QC method is revised to supplement the existing QC approach. This revised QC method is first validated based on the assessment at 78 of the Soil Climate Analysis Network (SCAN) stations where the manually checked data are available, and is then applied to all stations in the NASMD to produce a more strict quality-controlled dataset. The results show that the revised automated QC procedure can flag the spurious and erroneous soil moisture measurements for the SCAN stations, especially for those located in high altitudes and latitudes. Relative to station measurements in the original NASMD, the quality-controlled data show a slightly better agreement with the manually checked soil moisture content. It should be noted that this quality-controlled dataset may be over-flagged for some valid soil moisture measurements due to potential errors of the soil temperature and soil porosity data, and validation in this study is limited by the availability of benchmark soil moisture data. The updated QC and additional validation will be desirable to boost confidence in the product when high-quality data become available in the future. 展开更多
关键词 NORTH AMERICAN soil MOISTURE database (NASMD) quality control soil MOISTURE NORTH AMERICAN Land DATA Assimilation System phase 2 (NLDAS-2) soil temperature soil porosity
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用于刑侦搜查的土壤特征元素筛选
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作者 单浩峰 周金龙 任贵兵 《新疆地质》 CAS CSCD 2023年第4期510-514,共5页
据t检验法结合主成分分析法,对比筛选出适合新疆于田-若羌绿洲带用于刑侦搜查的土壤特征元素。结果表明:研究区16种土壤特征元素CaO,MgO,Na_(2)O,Ba,Zr,Sr,I,Cr,Hg,B,As,Cu,Zn,Br,Sc和Li的含量信息可用于区分于田-若羌绿洲带4个地区不... 据t检验法结合主成分分析法,对比筛选出适合新疆于田-若羌绿洲带用于刑侦搜查的土壤特征元素。结果表明:研究区16种土壤特征元素CaO,MgO,Na_(2)O,Ba,Zr,Sr,I,Cr,Hg,B,As,Cu,Zn,Br,Sc和Li的含量信息可用于区分于田-若羌绿洲带4个地区不同土壤特征。基于此,将统计的土壤类型信息、地形地貌信息、地理坐标信息及特征元素信息等,作为于田-若羌绿洲带土壤元素特征数据库建立的参考依据,进而提高刑侦搜查效率。 展开更多
关键词 T检验 主成分分析 土壤特征元素 土壤元素特征数据库 刑侦搜查
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机器学习在土壤盐渍化遥感中应用的文献计量分析
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作者 张佘淑 赵军 《草业科学》 CAS CSCD 北大核心 2023年第11期2812-2821,共10页
近年来,随着机器学习算法的发展,国内外专家学者致力于利用机器学习模型展开土壤盐渍化遥感相关研究,并取得了丰硕成果。本文利用文献计量可视化软件CiteSpace,对近十年来基于机器学习的土壤盐渍化遥感建模研究进行分析,确定了研究主题... 近年来,随着机器学习算法的发展,国内外专家学者致力于利用机器学习模型展开土壤盐渍化遥感相关研究,并取得了丰硕成果。本文利用文献计量可视化软件CiteSpace,对近十年来基于机器学习的土壤盐渍化遥感建模研究进行分析,确定了研究主题和热点,从机器学习算法、建模特征变量以及模型评价等方面评述研究进展,并针对当前研究热点对目前研究的局限性与发展趋势进行讨论。主要结论:1)机器学习算法在土壤盐渍化遥感建模中发挥着至关重要的作用,主要研究主题有机器学习算法及其精度研究、建模特征变量选择研究、遥感数据源选择对模型的影响研究、土壤盐渍化研究区域选择和基于机器学习的土壤盐渍化数字制图应用研究。2)目前的研究热点为辅助变量作为特征变量在模型构建中的应用、实测光谱数据与多源遥感光谱数据结合以及最佳机器学习算法选择。3)以2018年为节点,研究进展分为起步阶段和高速发展阶段,目前仍存在需要解决的挑战以提高模型的准确性。未来的研究方向应集中在云平台和机器学习在土壤盐碱化大范围、长期监测中的应用。 展开更多
关键词 土壤盐渍化 文献计量可视化 机器学习建模 特征变量 模型评估 WOS数据库 CITESPACE
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2003年新疆巴楚地震CPT液化数据库构建
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作者 董林 张琪 +2 位作者 夏坤 彭皓皓 陈强 《震灾防御技术》 CSCD 北大核心 2023年第4期833-845,共13页
2003年2月24日新疆巴楚−伽师地区发生MS6.8地震,出现了唐山地震、海城地震后近30年我国大陆最具规模的砂土液化现象。大量研究显示,巴楚地震液化砂土标贯击数与锥尖阻力指标偏大,采用国内外液化判别方法往往会判为非液化。利用Robertso... 2003年2月24日新疆巴楚−伽师地区发生MS6.8地震,出现了唐山地震、海城地震后近30年我国大陆最具规模的砂土液化现象。大量研究显示,巴楚地震液化砂土标贯击数与锥尖阻力指标偏大,采用国内外液化判别方法往往会判为非液化。利用Robertson土质分类图对巴楚地区孔压静力触探试验(CPTU)数据进行土类分层检验,基于以下原则,选定了液化点液化层与非液化点临界液化层。(1)应选取非液化点土层剖面中最易液化层,不能因液化点力学指标偏大而将非液化点临界液化层力学指标选得更大;(2)应结合qc-h与Rf-h图,避免选取黏土为液化层;(3)巴楚地区液化层往往上覆非饱和细砂,形成透水边界,选取液化层时应舍弃存在透水边界的土层。最后,利用我国规范方法构建了巴楚地震静力触探(CPT)液化数据库,并进行了初步的判别分析。 展开更多
关键词 巴楚地震 液化 静力触探试验 土质分类图 数据库
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土壤重金属污染数据管理系统的数据库设计
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作者 李勇 蔡杜 +2 位作者 张义 刘德华 肖劲光 《移动信息》 2023年第11期145-147,共3页
土壤是地球生态系统的基本要素之一,但近年来,土壤污染逐渐成为影响人们身体健康、损坏公众利益的重要因素。文中实现了土壤重金属污染数据管理系统的数据库设计,用于管理企业级土壤重金属污染治理数据,它支持同时接入不同类型、不同时... 土壤是地球生态系统的基本要素之一,但近年来,土壤污染逐渐成为影响人们身体健康、损坏公众利益的重要因素。文中实现了土壤重金属污染数据管理系统的数据库设计,用于管理企业级土壤重金属污染治理数据,它支持同时接入不同类型、不同时期、不同地区、符合不同治理标准的各种土壤重金属污染治理项目,避免多个项目重复建设造成的浪费,完成数据资产的梳理和积累,助力企业的高质量发展。 展开更多
关键词 土壤重金属污染 数据库 管理系统 多项目 污染治理
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基于1∶100万土壤数据库的中国土壤有机碳密度及储量研究 被引量:177
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作者 于东升 史学正 +3 位作者 孙维侠 王洪杰 刘庆花 赵永存 《应用生态学报》 CAS CSCD 北大核心 2005年第12期2279-2283,共5页
基于中国1∶100万土壤数据库,利用土壤有机碳储量和碳密度的空间化表达和计算方法研究中国土壤有机碳密度及储量.土壤空间数据库包含926个土壤类型单元,690个土属类型,94000多个图斑;土壤属性数据库收录了7292个全国各类型土壤的剖面数... 基于中国1∶100万土壤数据库,利用土壤有机碳储量和碳密度的空间化表达和计算方法研究中国土壤有机碳密度及储量.土壤空间数据库包含926个土壤类型单元,690个土属类型,94000多个图斑;土壤属性数据库收录了7292个全国各类型土壤的剖面数据,包括81个土壤属性字段.研究采用“土壤类型GIS连接法”实现土壤剖面有机碳密度与图形图斑连接,通过制图单元碳储量求和得出全国或者区域碳储量,并利用面积平均法计算全国及各类型土壤的有机碳平均密度.结果表明,中国的土壤面积共有928.10×104km2,有机碳储量为89.14Pg(1Pg=1015g),土壤平均碳密度9.60kg.m-2,是目前与真值最为接近的研究结果. 展开更多
关键词 土壤有机碳储量 土壤有机碳密度 中国土壤数据库
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