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Assessing integration of intensity,polarimetric scattering,interferometric coherence and spatial texture metrics in PALSAR-derived land cover classification

Synthetic aperture radar (SAR) is an important alternative to optical remote sensing due to its ability to acquire data regardless of weather conditions and day/night cycle. The Phased Array type L-band SAR (PALSAR) onboard the Advanced Land Observing Satellite (ALOS) provided new opportunities for vegetation and land cover mapping. Most previous studies employing PALSAR investigated the use of one or two feature types (e.g. intensity, coherence); however, little effort has been devoted to assessing the simultaneous integration of multiple types of features. In this study, we bridged this gap by evaluating the potential of using numerous metrics expressing four feature types: intensity, polarimetric scattering, interferometric coherence and spatial texture. Our case study was conducted in Central New York State, USA using multitemporal PALSAR imagery from 2010. The land cover classification implemented an ensemble learning algorithm, namely random forest. Accuracies of each classified map produced from different combinations of features were assessed on a pixel-by-pixel basis using validation data obtained from a stratified random sample. Among the different combinations of feature types evaluated, intensity was the most indispensable because intensity was included in all of the highest accuracy scenarios. However, relative to using only intensity metrics, combining all four feature types increased overall accuracy by 7%. Producer’s and user’s accuracies of the four vegetation classes improved considerably for the best performing combination of features when compared to classifications using only a single feature type.     

国外关键矿产战略研究进展及其启示

近年来,世界各国都将经济发展的重心向战略性新兴产业转移,为保障战略性新兴产业的发展而引发的资源安全保障问题随之而来。一些研究机构和组织纷纷开展关键矿产研究,厘定了关键矿产清单,并提出有针对性的保障措施。然而,目前国内对于关键矿产的研究才刚刚起步,对新兴产业所需矿产的研究偏少,关键矿产定量化研究的方法和指标体系总体以跟踪国外研究为主。系统地剖析了国外主要研究机构的关键矿产评价理论、模型和指标体系,总结了国外关键矿产的基本特征,并结合国内实际提出了加强部门协作、打通产业数据链、开展中国关键矿产评价理论和模型的研究、提高关键矿产供应风险治理的研究等对策建议。     

浅层钻探技术在海南某矿区化探取样中的应用研究

主要介绍了浅层钻探技术（包含浅层钻探设备和工艺方法）在海南某矿区的化探取样中的应用。针对该矿区遇到的问题,给出了解决方案。阐述了浅层钻探技术代替槽探、坑探在某些地区的先进性和必要性。最后提出了浅层钻探技术进一步研究的建议。     

空气反循环连续取样施工中卡钻事故的预防与处理

利用空气反循环连续取样钻进技术,在露天矿山进行生产勘探施工,对所遇到的卡钻问题进行原因分析,确定了相应的操作规程,以便预防卡钻事故的发生,并通过施工辅助孔和套铣技术,在处理卡钻事故方面取得了很好的效果。     

我国海洋钻探技术

介绍了中国海洋钻探的主要技术方法,其内容包括：中国大洋钻探、南海天然气水合物钻探、深海矿产钻探、深水工程钻探。对每种钻探技术进行了描述,为海洋钻探提供部分技术支持。     

岩土工程勘察外业工作的技术与措施

从工程实际出发,对岩土工程勘察中钻探、取样、野外地质编录和水文地质观测工作进行了归纳总结,并阐述了岩土工程勘察外业工作的重要性。     

基于试验的模拟月壤表层取样理论修正及其应用

月球探测对于我国各方面综合实力的提升均具有巨大的推动作用。当前我国各研发机构对月球采样的研发重点集中于采样机具的设计制造上,对采样机具和月壤之间相互作用却研究较少。与地球土壤相比,月壤的形成环境与条件完全不同,从而造就了其较为特殊的物理力学性质。在利用与真实月壤类似的模拟月壤进行的薄壁圆筒贯入试验中,发现存在月壤滞留和月壤附壁现象,从而分析得出在采样机具表面与月壤相互作用的理论分析中,除了传统的摩擦力理论外,还可通过最大抗剪强度进行分析。通过对试验现象和数据对比摩擦力理论和最大抗剪强度理论发现,最大抗剪强度理论更加符合实际情况。故将最大抗剪强度理论引入已有的月球螺旋钻进采样的理论模型中,通过计算得出基于最大抗剪强度理论计算的螺旋临界转速低于基于摩擦力理论计算的临界转速,在一定程度上能够降低采样机具的能耗。     

基于复杂网络理论的城市道路网络自动综合方法

道路网络自动综合是地图综合的主要研究课题。本文通过引入对偶拓扑理论建立了城市道路网络的对偶拓扑结构,并将道路的重要性表达为路网中所有道路的重要度贡献的总和,进而提出了一种道路网络自动综合方法。实验表明,本文方法可以较为合理地选取路网中相对重要的道路,所选路网保持了原始路网的整体形态及拓扑连通。     

Fiji’s fisheries: their contribution to development and their future

The industrial fisheries of Fiji have had mixed fortunes. The fresh fish export industry has grown rapidly in importance so that fisheries is now the third most valuable export industry; its positive effect on the economy is mainly in the increase in the purchase of goods and services, such as air freight. The present ‘hands off’ policy by government in the fresh fish export industry should continue until the industry matures. In the longer run, ad valorem royalties should be considered as a mean of capturing resource rents. The government-owned export cannery has been in financial decline, and the maintenance of the social benefits of regional employment generated by the cannery has come at a high cost to government coffers. The future of the cannery, now leased to a private operator, is clouded by the uncertainty of the continuity of concessional access to European markets beyond the year 2000. The main task faced by government is the management of fisheries and fish stocks. The management of the inshore fisheries — vital to the needs of a large proportion of the population — needs additional resources. The capability for management of the industrial fisheries, necessary to maximise long term public benefits, would be enhanced by full cost recovery through a user pays policy. This article is based on a paper presented to the Fiji Update seminar, held at the National Centre for Development Studies, the Australian National University, Canberra, on 19 June 1998. The author wishes to thank Mr Krishna Swamy, Senior Fisheries Officer in the Fiji Fisheries Division, and Mr Grahame Southwick, Managing Director of the Fiji Fish Company Ltd, for their generous provision of information for the preparation of this paper; and Mr Joeli Veitayaki, Coordinator of the Ocean Resources Management Programme, University of the South Pacific, for helpful comments. Any errors or omissions are the author’s responsibility, however.