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1.
A method for mapping the distribution of willow at a catchment scale using bi-seasonal SPOT5 imagery 总被引:1,自引:0,他引:1
This study showed that seasonal imagery acquired at specific stages of phenology can be used to improve the mapping accuracy of invasive willow at a catchment scale. SPOT5 XI (10 m) satellite imagery was acquired for early autumn and winter to represent the phenological stages of leaf cover and leaf fall respectively. Four classification regimes were evaluated using single‐ and bi‐seasonal composite imagery to determine the most accurate method. Significant spectral noise was found in willow populations, especially in the winter image, due to the effects of undergrowth exposure, shadowing, topography and boundary‐mixed pixels. Two noise reduction techniques were applied to the bi‐seasonal composite image to improve the classification results. The noise‐reduced bi‐seasonal composite image was classified using the spectral angle mapper (SAM) algorithm before importation into a geographical information system. Aerial photography was used to reduce the errors of commission associated with misclassification of pastures. The class accuracy achieved for willow using the method described in this study was 77.5% (Kappa =0.87). The high cost of eradicating willow means that managers must establish priorities for control; this technique can provide a powerful tool for prioritizing control programmes and for monitoring results at a catchment scale. 相似文献
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SPOT5卫星遥感信息在森林资源调查中的应用现状与解决思路 总被引:10,自引:0,他引:10
介绍利用SPOT5卫星遥感在云南省森林资源调查中的应用情况,总结所取得的成果经验。分析存在的包括对遥感的内涵认识不足、特殊地类不易分辨、树种组成难判读、蓄积量不能直接判读、龄组和郁闭度判读因子粗放等问题,提出了解决问题的思路和建议。 相似文献
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Many textural measures have been developed and used for improving land cover classification accuracy, but they rarely examined
the role of textures in improving the performance of forest aboveground biomass estimations. The relationship between texture
and biomass is poorly understood. In this paper, SPOT5 HRG datasets were ortho-rectified and atmospherically calibrated. Then
the transform of spectral features is introduced, and the extraction of textural measures based on the Gray Level Co-occurrence
Matrix is also implemented in accordance with four different directions (0°, 45°, 90° and 135°) and various moving window
sizes, ranging from 3 × 3 to 51 × 51. Thus, a variety of textures were generated. Combined with derived topographic features,
the forest aboveground biomass estimation models for five predominant forest types in the scenic spot of the Mausoleum of
Sun Yat-Sen, Nanjing, are identified and constructed, and the estimation accuracies exhibited by these models are also validated
and evaluated respectively. The results indicate that: 1) Most textures are weakly correlated with forest biomass, but minority
textural measures such as ME, CR and VA play a significantly effective and critical role in estimating forest biomass; 2)
The textures of coniferous forest appear preferable to those of broad-leaved forest and mixed forest in representing the spatial
configurations of forests; and 3) Among the topographic features including slope, aspect and elevation, aspect has the lowest
correlation with the biomass of a forest in this study.
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Translated from Remote Sensing Information, 2006, 6: 6–9 [译自: 遥感信息] 相似文献
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基于SPOT5遥感影像的样地判读 总被引:3,自引:0,他引:3
利用SPOT5卫星遥感资料在沾益县大坡乡进行了森林资源二类调查试点。共布设目视判读样地7711个、野外实测样地290个,其总体抽样精度为87 29%。介绍了工作方法,分析了判读结果和存在问题,提出了今后工作的思路。 相似文献
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以ETM多光谱数据与SPOT5全色数据融合的遥感图像为对象,利用遥感图像和地面调查相结合的方法对吉林省东部山区进行森林资源调查,既可节约成本,又可提高调查精度,为遥感技术应用于森林资源调查设计探索了经验。 相似文献
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水土保持生态修复是一项注重依靠大自然的自我修复能力,在较短的时间内实现大面积水土流失初步治理,区域生态环境逐步恢复,人与自然和谐共处的水土保持措施。通过采用ETM+SPOT融合卫星影像对两当县水土保持生态修复项目区进行本底监测,结果显示经过近3a的水土保持生态修复,项目区内植被状况发生了很大变化,植被覆盖率提高,植物群落向着正向演替的方向发展,水土流失面积和程度有所降低,各项生态因子明显改善。 相似文献