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为了在矿井通风网络发生阻变型故障时,能够快速准确判断出故障位置和故障量,提出1种基于随机森林的通风网络故障位置和故障量诊断方法。利用矿井通风仿真系统IMVS将唐安矿模拟故障生成空间数据集并进行数据预处理,构建基于随机森林的故障诊断模型,并利用该诊断模型对唐安矿矿井通风网络模拟故障位置和故障量进行判断和预测。引用多种方法对模型进行度量,通过唐安矿模拟实验验证基于随机森林的故障诊断模型的有效性。将随机森林和决策树的故障诊断准确率进行对比,研究结果表明:随机森林较决策树故障准确率有进一步的提高,并发现故障地点失误诊断多是相邻巷道,在一定程度上工作人员对故障地点的判断并不受其影响。 相似文献
34.
我国耕地生态安全评价及障碍因子诊断 总被引:11,自引:0,他引:11
耕地生态安全评价及障碍因子诊断是改善耕地生态系统状况、促进耕地可持续利用的重要基础。在界定耕地生态安全内涵的基础上,构建了基于PSR模型的评价指标体系,采用熵值法和障碍度模型,对我国耕地生态安全进行了评价。研究表明:(1)1996~2010年我国耕地生态安全水平总体不断提高,综合指数从0484 4增加到0626 9,安全等级经历了“临界安全-较安全”的演变历程;(2)压力指数总体上呈现下降趋势,状态指数和响应指数总体上呈现上升趋势;(3)长远来看,系统压力是影响耕地生态安全的首要因素,1996~2010年系统压力和系统状态的障碍度分别以年均533%和052%的速度增加,而系统响应的障碍度以年均802%的速度下降;(4)影响耕地生态安全的主要障碍因子包括单位耕地面积农药负荷、单位耕地面积化肥负荷、人均耕地面积、土地垦殖率、水土流失程度等。为了促进耕地生态安全水平不断提高,需要进一步转变经济发展方式,加强土地利用监督管理,降低经济增长对土地资源的过度消耗;大力发展绿色农业,合理施用农药、化肥;积极开展农村土地整治,加强高标准基本农田建设;加大环境治理力度,有效控制水土流失程度 相似文献
35.
Konstantinos D. Stagiannis Dr Waldo Sepulveda Luca Fusi Christine Garrett Nicholas M. Fisk 《黑龙江环境通报》1995,15(1):70-73
Exencephaly was diagnosed at 17 weeks in a 27-year-old primigravida with abnormalities of the hands and a family history suggestive of autosomal dominant brachydactyly and clinodactyly. In this family there was also a history of ‘anencephaly’. To our knowledge, this is the first report on the association of exencephaly and autosomal dominant brachydactyly. As the relationship between hand and cranial anomalies is well established, we suggest that this association in our case could be due to a defect in the same gene. 相似文献
36.
D. Costa A. Borrell E. Margarit A. Carrió A. Soler I. Balmes X. Estivill A. Fortuny 《黑龙江环境通报》1995,15(2):141-148
Fluid from pleural effusion (n=2) and cystic hygroma (n=7) was obtained from eight fetuses, between 13 and 32 weeks of pregnancy at the time when a conventional prenatal diagnosis procedure was carried out. As these fluids contain lymphocytes, they were processed like peripheral blood. A karyotype was obtained in 4 days in both cases of pleural effusion and in four out of seven samples of cystic hygroma. An abnormal karyotype was detected in three of the four samples of cystic hygroma: two trisomies 21 and a monosomy X. Different parameters were evaluated in order to predict the feasibility of obtaining a cytogenetic diagnosis. Our data showed that if the amount of fluid obtained was ⩾4 ml and the initial lymphocyte count (ILC) was >0.2 × 106 cells/ml, a cytogenetic diagnosis was possible from an initial concentration of cultured lymphocytes )ICCL) of >0.06 × 106 cells/ml. 相似文献
37.
Arachnoid cysts are an uncommon central nervous system malformation, representing only 1 per cent of all intracranial masses. We report the second-trimester prenatal diagnosis of a posterior fossa arachnoid cyst, associated with an unbalanced X;9 translocation. 相似文献
38.
Dr. Waldo Sepulveda Peter Nicolaidis Jean Hollingsworth Nicholas M. Fisk 《黑龙江环境通报》1995,15(2):193-197
The fetal gall bladder can now be easily identified during the second and third trimesters using high-resolution ultrasonography. In this report we present eight fetuses with an enlarged gall bladder detected on prenatal ultrasonography at a mean gestational age of 24.6 weeks (range 19–31 weeks). Additional ultrasonographic findings were present in four cases: fetal anomalies and intrauterine growth retardation in three and polyhydramnios in one. Of those cases associated with fetal anomalies, one woman underwent amniocentesis at 21 weeks revealing trisomy 18. The other two declined prenatal karyotyping; neonatal karyotyping revealed trisomy 13 in one and trisomy 18 in the other. Although an enlarged fetal gall bladder can be a normal variant in the second and third trimesters, the prenatal detection of cholecystomegaly should prompt a search for associated anomalies and other markers of aneuploidy. If found, prenatal karyotyping should be considered. 相似文献
39.
Val A. Catanzarite MD Ph.D. David B. Schrimmer Cynthia Maida Art Mendoza 《黑龙江环境通报》1995,15(3):229-235
The sinusoidal fetal heart rate pattern has been described in association with severe fetal anaemia, with fetal hypoxaemia, and with the administration of parenteral narcotics. Here, we report a case of decreased fetal movement in which a sinusoidal tracing was recorded. The sonographic diagnosis of a massive fetal intracranial haemorrhage was made. A non-interventive approach was taken and the fetus died soon after in utero. We review 28 previous cases in which the prenatal sonographic diagnosis of fetal intracranial haemorrhage was made, including the underlying maternal and fetal factors and neonatal outcomes. We propose that the sinusoidal tracing in this case was due to the intracranial bleed and suggest that fetal intracranial haemorrhage be considered in the sonographic evaluation of the fetus with a sinusoidal pattern. 相似文献
40.
Tzipora C. Falik-Borenstein MD Stuart A. Holmes Zvi Borochowitz Abi Levin A. Rosenmann Richard A. Spritz 《黑龙江环境通报》1995,15(4):345-349
We describe molecular prenatal diagnosis and carrier detection of tyrosinase-negative oculocutaneous albinism (OCA1A) in two families. In one family, we carried out DNA-based prenatal diagnosis of OCA1A. In the other family, mutation analysis and carrier detection obviated the need for prenatal diagnosis. Molecular analysis is safer and probably more accurate than fetoscopy and fetal scalp biopsy, and should become the method of first choice for prenatal diagnosis of OCA1. 相似文献