Object‐Based Mapping of Karst Rocky Desertification using a Support Vector Machine     

E.‐Q. Xu  H.‐Q. Zhang  M.‐X. Li 《Land Degradation \u0026amp; Development》2015,26(2):158-167

Accurate and cost‐effective mapping of karst rocky desertification (KRD) is still a challenge at the regional and national scale. Visual interpretation has been utilised in the majority of studies, while an automated method based on pixel data has been investigated repeatedly. An object‐based method coupling with support vector machine (SVM) was developed and tested using Enhanced Thematic Mapper Plus (ETM+) images from three selected counties (Liujiang, Changshun and Zhenyuan) with different karst landscapes in SW China. The method supports a strategy of defining a mapping unit. It combined ETM+ images and ancillary data including elevation, slope and Normalized Difference Vegetation Index images. A sequence of scale parameters estimation, image segmentation, training data sampling, SVM parameters tuning and object classification was performed to achieve the mapping. A quantitative and semi‐automated approach was used to estimate scale parameters for segmenting an object at an optimal scale. We calculated the sum of area‐weighted standard deviation (WS), rate of change for WS, local variance (LV) and rate of change for LV at each scale level, and the threshold of the aforementioned index that indicated the optimal segment level and merge level. The KRD classification results had overall accuracies of 85·50, 84·00 and 84·86 per cent for Liujiang, Changshun and Zhenyuan, respectively, and kappa coefficients are up to 0·8062, 0·7917 and 0·8083, respectively. This approach mapped six classes of KRD and offered a visually appealing presentation. Moreover, it proposed a conceptual and size‐variable object from the classification standard of KRD. The results demonstrate that the application of our method provides an efficient approach for the mapping of KRD. Copyright © 2012 John Wiley & Sons, Ltd.  相似文献   

我国棉花生物技术研究进展及发展对策   总被引：3，自引：0，他引：3  

李秀兰  王武 《棉花学报》1996,(3)

本文主要回顾近１０年来我国棉花生物技术各领域的研究进展；并针对我国棉花生产的客观要求和未来的发展趋势，从宏观上提出我国棉花生物技术发展对策。  相似文献   

世界棉花育种科技水平进展与发展对策   总被引：15，自引：1，他引：15  

王淑民 《棉花学报》1996,(1)

９０年代以来，世界棉花育种的特点为：（１）以提高单产为主要目标；（２）以提高纤维品质为主要目标；（３）以保护环境为主要目标。通过不同的育种途径，棉花育种成绩斐然，为人类的发展提供了重要的物质基础。２０００年前，中国棉花育种对策的重点应（１）加强基础研究；（２）改革现行流通体制；（３）改进原棉检测手段；（４）育种目标与市场反馈信息结合。  相似文献   

我国小型潜水电泵行业发展与思考   总被引：1，自引：0，他引：1  

许敏田 《排灌机械》2003,21(4):46-48

论述了我国小型潜水电泵行业概况及主要生产基地浙江省温岭市小型潜水电泵现状，并对小型潜水电泵今后发展提出要扶强治劣、加强技术和信息交流、积极开拓国际市场、提高技术水平、推行名牌战略等建设性建议。  相似文献   

Incorporation of ridge and furrow method of rainfall harvesting with mulching for crop production under semiarid conditions   总被引：31，自引：0，他引：31  

Xiao-Yan Li  Jia-Dong Gong  Qian-Zhao Gao  Feng-Rui Li 《Agricultural Water Management》2001,50(3):173-183

A plastic-covered ridge and furrow rainfall harvesting (PRFRH) system combined with mulches was designed to increase water availability to crops for improving and stabilizing agricultural production in the semiarid Loess region of northwest China. The system was built by shaping the soil surface with alternate ridges and furrows along the contour. The plastic-covered ridges served as a rainfall harvesting zone and furrows as a planting zone. Some materials were also used to mulch the furrows to increase the effectiveness of the harvested water. This system can make better utilization of light rain by harvesting rainwater through the plastic-covered ridge. The field experiment (using corn as an indicator crop) showed that grain yields in the PRFRH system with mulches in 1998 and 1999 were significantly higher than the controls, with an increase of 4010–5297 kg per ha (108–143%). In most treatments, the water use efficiencies (WUE) were in excess of 2.0 kg m⁻³. The WUE values of corn in this system were 1.9 times greater than the controls in 1998 and 1.4 times greater than the controls in 1999. The plastic-covered ridge led to a yield increase of 3430 kg per ha (92%) in 1998 and of 1126 kg per ha (21%) in 1999 compared with the uncovered ridge. On average, the additional mulches in the furrow brought about a yield increase of 8–25%. Based on the results of this study and other researches, this technique can increase corn grain yield by 60–95% in drought and average years, 70–90% in wet years, and 20–30% in very wet years. The PRFRH system had the potential to increase crop yield and produced greater economic benefit, therefore it could be used in regions dominated by light rainfall of low intensity where crops generally fail due to water stress.  相似文献   

The impact of increasing farm size and mechanization on rural income and rice production in Zhejiang province,China   总被引：1，自引：0，他引：1  

M. Marrit Van den Berg  Huib Hengsdijk  Joost Wolf  Martin K. Van Ittersum  Wang Guanghuo  Reimund P. Roetter 《Agricultural Systems》2007

Economic growth in China’s agricultural sector lags behind growth in industry and services, creating an ever widening rural–urban income gap. Development of the non-agricultural sectors offers new opportunities for farmers in China’s more advanced provinces such as Zhejiang. Increased income in the urban sector creates markets for new products, and migrating farmers rent their land to those staying. Until now, the prevailing rice-based systems have been managed mainly using manual labour and animal traction, but the larger farms resulting from migration may facilitate, or even require mechanization. In this study, we use a simulation model of the farm household to analyse the effects of increasing farm size and the transition from rice to vegetable production, while also studying the effects of mechanization.  相似文献   

我国西部地区水电开发问题探讨   总被引：1，自引：0，他引：1  

闫毅志  把多铎 《中国农村水利水电》2004,(5):75-77

水能资源是我国西部地区的优势资源，由于历史和政策的原因，开发利用程度相对较低，资源优势没有形成产业优势。在分析西部水能资源分布特点和开发现状的基础上，结合西部大开发和西电东送战略，提出目前水电产业存在的市场、政策和资金方面问题，探讨了加快西部水电开发的对策和建议。  相似文献   

武威汉代医简方药药理分析四则          下载免费PDF全文

陈魏俊 《农业环境科学学报》2011,(2)

武威汉代医简是一批中医药方的出土文献,一定程度上反映了东汉末年的中医方剂情况。文章分析了这批医简中的四则药方的药理,并与时代稍后的《伤寒论》和《金匮要略》作对比,以此说明该药方对后世中医的贡献。  相似文献   

我国医学图书馆发展回顾与展望     

郝继英  陈锐  盖起刚  罗荣庆  张明华 《农业环境科学学报》2007,(6)

 

从办馆条件、法规建设、业务基础建设工作、文献资源共建共享、自动化网络化建设五个方面对改革开放以来我国医学图书馆建设所取得的成就进行了总结和阐述，指出了我国医学图书馆在事业经费、文献资源共建共享、法制建设、管理水平、人才队伍建设方面存在的问题，并提出了发展对策和措施。

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乡村旅游综合发展优势及协调性研究——以华中地区乡村旅游重点村为例          下载免费PDF全文

刘甲康  周勇  高浩然  刘禹城 《农业现代化研究》2024,45(2):282-295

乡村旅游是实现乡村振兴,推动乡村高质量发展的重要途径。为促进乡村旅游的高质量发展,本研究以华中地区124个乡村旅游重点村为研究对象,运用地理探测器量化多个影响因素对华中地区乡村旅游重点村空间分布的影响效果,构建综合优势度模型评价华中地区乡村旅游综合优势度,并结合重点村分布和综合优势度分布构建耦合协调度模型,以评估乡村旅游重点村发展的协调效果。研究结果表明：1）华中地区乡村旅游重点村呈现多核心的集聚分布,受多维影响因素综合影响,各因素间协同影响作用突出;2）综合优势度分析显示,华中地区乡村旅游综合发展优势总体上表现为河南省＞湖北省＞湖南省,与重点村空间分布高度耦合,且耦合协调类型与综合优势度成正相关;3）乡村旅游重点村的发展优势受各因素协调效果的制约,资源禀赋是选址的首要考虑指标,而交通条件是持续发展的必要条件。本研究可为乡村旅游创新提质和产业升级提供理论依据和实践经验。  相似文献