卫星+AI时代遥感专业模式识别课程的教学实践与改革

在人工智能时代深化遥感产业发展背景下,遥感专业人才培养需要与时俱进,以提高人工智能应用能力。本文针对目前遥感科学与技术专业人工智能核心课程模式识别教学现状及存在的问题,提出面向遥感专业应用导向的模式识别课程建设思路,从教学内容和实践环节两个方面设计了以提高遥感专业学生人工智能应用能力为目的的教学方案。从教学反馈结果来看,本文提出的教学思路不仅激发了学生对模式识别课程学习的兴趣,而且提高了学生应用模式识别方法进行遥感信息解译的能力。     

轻小型无人机测绘遥感系统研究进展

地球空间信息是人工智能、大数据时代的重要数据基础,轻小型无人机测绘遥感技术作为中国当前和未来获取厘米级分辨率、实时响应遥感数据的主要手段,必将发挥更加重要的作用。本文首先介绍了固定翼、多旋翼、无人直升机以及飞行控制系统、地面监控系统和遥控遥测链路的发展现状和潜在发展趋势;其次重点研究了数码相机、视频摄像机、倾斜相机、激光雷达、合成孔径雷达和定姿定位系统的利用现状和发展趋势;然后总结分析了当前无人机测绘遥感面临的系统检测、大范围实时遥感和遥感大数据精准解译方面的问题和挑战;最后面向人工智能、大数据、物联网、云计算等技术背景给出了轻小型无人机测绘遥感技术在飞行控制智能化、测绘遥感作业智能化和实时、实景无人机遥感技术应用模式创新等方面的发展趋势。     

Reproductive biology of Mustelus lenticulatus from Kaikoura and Nelson

Mustelus lenticulatus is a non‐placental ovoviviparous shark with a gestation period of about 11 months. Young are born at a total length of 30–32 cm from September to December. Copulation, and ovulation of a further set of eggs, rapidly follows parturition. Fecundity increases with the length of the female; the most eggs found in one female was 24; the mean for all females was 10.73.

Males mature at about 85 cm total length and females at 95 cm at Kaikoura. Nelson males probably mature at a smaller size than do Kaikoura males. Nelson females mature at about 85 cm. Maximum observed lengths were 137 cm for females and 115 cm for males.     

Burrowing and burying by the crab Macrophthalmus hirtipes

Macrophthalmus hirtipes (Jacquinot, 1853) excavates burrows under water in soft, muddy sand that remains waterlogged at low tide. The crabs are immersed for at least 4 h in every tide. The burrows are usually single, blind‐ending, slightly curved passages; their openings do not appear to be deliberately closed by the crabs. Excavation is effected by using one set of walking legs as a scoop while the other set provides sideways traction.

Burrow openings are readily obscured by water movement, so that apparent burrow density does not give a true indication of the number of crabs in an area, but only indicates how many have been active recently; the true density may be found by sieving.

The burrowing activity of M. hirtipes is compared with that of other ocypodid crabs, and the functions of burrows are discussed. A distinction is made between excavating a burrow and rapid burying, because the two behaviours are very different, and must involve different adaptations and selection pressures.     

龙口湾水动力特征及其对人工岛群建设的响应

基于龙口湾及附近海域的水文实测资料,利用Mike21数学模型模拟了人工岛建设前后的潮流、波浪、纳潮量及水交换率等水动力特征,探讨了人工岛群建设对龙口湾水动力环境的影响。结果表明,人工岛建设显著改变了龙口湾潮流场特征及水体运动路径,湾内受到人工岛的阻挡,流速普遍减小,局部区域潮流运动形式由往复流变为旋转流,流向变化较大,余流形成多个涡旋;湾外由于堤头挑流作用导致局部区域流速增大且余流流速增大,潮流运动形式未发生明显改变。受人工岛的掩蔽作用,人工岛及附近区域的波浪有效波高普遍减小。龙口湾潮位出现北部最大潮差变小、南部最大潮差增大的格局,壅水作用导致人工岛内部水道潮差变化明显。人工岛建设直接占据了龙口湾海域面积,导致其纳潮量明显减小,水交换率呈现南部和北部增大、人工岛北侧以及内部水道减小的特征,人工岛造成的水动力环境的改变是影响水交换率变化的主要原因。人工岛群建设导致龙口湾内的潮流、波浪、纳潮量以及水交换等水动力特征减弱,是引起龙口湾水动力条件变化的根本因素。     

砾石堤坝和多孔方型鱼礁消浪护滩的试验研究——以北戴河西海滩为例

本文通过物理模型试验,研究了砾石堤坝、多孔方型鱼礁、堤坝+鱼礁等不同防护措施对岸滩的保护作用。通过测量不同防护措施的波浪透射系数、输沙率、水下坡度角及床面地形变化,并与无防护措施的工况进行对比,结果发现：不同试验条件下堤坝+鱼礁工况的透射系数仅为0.21～0.36,对波浪具有显著的消减作用;同一水位不同防护措施下的输沙率由大变小依次为：堤坝、堤坝+鱼礁、无工程、鱼礁;堤坝迎浪面的水下坡度角随极限波高呈现先增大、后减小的趋势,堤坝工况的水下坡度角约是堤坝+鱼礁工况的2～4倍;对于近岸的地形恢复,堤坝+鱼礁工况的效果比较明显,且对岸滩附近的侵蚀较少。堤坝+鱼礁的防护措施可明显减小波浪的透射系数,增加向岸输沙率,对恢复近岸地形、保护岸滩有显著作用。     

自然恢复和人工促进恢复对侵蚀退化生态系统碳贮量的影响比较

本研究以严重侵蚀退化马尾松林为研究对象,采取自然恢复和人工促进恢复2种措施对退化地进行修复,监测恢复前后生态系统碳贮量变化。结果表明:自然恢复和人工促进恢复后生态系统总碳贮量分别是恢复前的2.78和4.87倍,其中,植被层碳贮量分别是恢复前的14.30和30.87倍,土壤层碳贮量分别是恢复前的1.85和2.78倍。生态系统内土壤碳的恢复速率落后于植被。2种不同恢复措施相比,人工促进恢复的生态系统碳吸存速率显著快于自然恢复(P0.01),人工促进恢复后生态系统碳吸存速率是自然恢复的2.17倍,其中植被和土壤的吸存速率也分别是自然恢复的2.26倍和2.09倍。而且人工促进恢复后的退化系统,碳库在乔木层各器官的分配方式更符合健康生态系统的分配方式,系统功能和结构更加稳定,有利于系统后期恢复。因此,从退化生态系统恢复的紧迫性和长期性考虑,采取积极的人工促进恢复措施能维持退化系统快速、持续恢复。     

Effects of an artificial oyster shell reef on macrobenthic communities in Rongcheng Bay,East China

An artificial oyster shell reef was deployed in Rongcheng Bay, East China. However, the effects of this reef on the surrounding macrobenthic communities were unknown. We compared sedimentary factors, macrobenthic biomass, abundance, and community composition and ecological indicators between the reef and non-reef areas over a one year period. The mean values for chlorophyll a （Chl a）, total organic matter （TOM）, total organic carbon （TOC）, and total nitrogen （TN） content in surface sediments in the reef area were slightly higher than those in the non-reef area. The Chl a levels differed significantly between the two areas, but the TOM, TOC, and TN were not significantly different. The abundance of crustaceans was significantly different between the two areas, but the abundance and biomass ofpolychaetes, echinoderms, mollusk did not differ significantly. The permutational multivariate analysis of variance （PERMANOVA） revealed that the macrobenthic community differed significantly through time and analysis of similarity multivariate analyses （ANOSIM） revealed that the macrobenthic community differed significantly in some months. The ecological indicators revealed that the environmental quality of the reef area was slightly better than that of the non-reef area. Overall, our results suggest that the artificial oyster shell reef may change the macrobenthic community and the quality of the environment. Despite the lack of an effect in the short term, long-term monitoring is still needed to evaluate the effects of artificial oyster shell reefs on macrobenthic communities.     

象山港人工鱼礁投放对大型底栖动物群落结构的影响

为探明人工鱼礁生境中底栖生物群落结构的组成情况,评估人工鱼礁投放的生态修复效果,根据2006—2007年4季象山港全港区以及2010年4季人工鱼礁区和邻近区的调查资料,对比分析了3个不同区域大型底栖动物群落的差异。共鉴定出大型底栖动物116种,其中多毛类46种,软体动物35种,甲壳类18种,棘皮动物6种,其他类11种,各区域大型底栖动物的主要类群均为多毛类和软体动物。大型底栖动物密度、Shannon-Wiener多样性指数和Margalef丰富度指数表现为邻近区鱼礁区全港区,生物量为鱼礁区邻近区全港区。双因子方差分析结果表明:区域间,大型底栖动物种类数、密度、Shannon-Wiener多样性指数、Pielou均匀度指数和Margalef丰富度指数均存在显著性差异,生物量无显著性差异;季节间,大型底栖动物种类数和密度存在显著性差异,其余参数均无显著性差异。非度量多维尺度排序分析结果显示,鱼礁区和邻近区的大型底栖动物群落相似度较高,而与全港区的相似度较低。相似性百分比进一步揭示,鱼礁区和邻近区大型底栖动物群落间的平均非相似性为77.19%,不倒翁虫(Sternaspis scutata)为造成群落间差异的重要贡献物种;鱼礁区和全港区群落间的平均非相似性高达91.34%,不倒翁虫、薄云母蛤(Yoldia similis)、纵肋织纹螺(Nassarius variciferus)和洼颚倍棘蛇尾(Amphioplus depressus)为重要贡献物种;邻近区和全港区大型底栖动物群落间的平均非相似性也高达91.47%,不倒翁虫、薄片镜蛤(Dosinia laminata)和薄云母蛤为重要贡献物种。双因素相似性分析结果表明,人工鱼礁区、邻近区和全港区大型底栖动物群落季节间存在显著性差异,但区域间无显著性差异。不同区域两两间检验结果表明,人工鱼礁区和全港区的大型底栖动物群落存在显著性差异,人工鱼礁区和邻近区以及邻近区和全港区均无显著性差异。研究结果表明,象山港白石山群岛海域人工鱼礁的投放对大型底栖动物群落结构影响显著,但影响范围局限于人工鱼礁区附近。