Sentinel-2卫星的多光谱轻量级船舶目标检测算法

近年来深度卷积神经网络在可见光船舶检测方面取得了显著的进展，然而，大多数相关研究是通过改进大型的网络结构来提高检测性能，因此加大了对更高计算机性能的需求。此外，可见光图像难以在云、雾、海杂波、黑夜等复杂场景检测到船舶。针对以上问题，提出了一种融合红（red, R）、绿（green, G）、蓝（blue, B）和近红外（NIR）4个波段光谱信息的由粗到精细的轻量型船舶检测算法。与现有的方法中根据光谱特性利用水体检测算法提取水体区域不同之处是该算法是利用改进的水体检测算法来提取船舶候选区域。为获取更准确的候选区域，对船舶、厚云、薄云、平静海面、杂波海面5种场景中4个波段的像素值进行了统计分析，选取近红外大于阈值作为辅助判断，并以其中心点获取候选区域32×32大小的切片，并对切片进行非极大值抑制，由此获得了船舶粗检测结果。随后构建了轻量级LSGFNet网络对船舶候选区域切片进行精细识别。构建的网络融合了1×1卷积提取的波谱特征与3×3的提取几何特征，为防止光谱特征与几何特征的信息在融合时“信息不流通”，在LSGFNet网络中引入了ShuffleNet中的通道打乱机制，并减小了模型结构，与典型的轻量级网络相比具有更好的效果且模型较小。最后，利用Sentinel-2卫星多光谱10 m分辨率数据构建了512×512大小的1 120组数据进行粗检测，以及32×32大小的6 014组数据进行精细网络训练，其中候选区域粗提取的查全率为98.99%，精细识别网络精确度为96.04%，不同场景下的平均精确度为92.98%。实验表明该算法在抑制云层、海浪杂波等干扰的复杂背景下具有较高的检测效率，且训练时间短、计算机性能需求低。     

Isospin Effect of Charged Particle Multiplicity in Intermediate Energy Heavy Ion Collisions

The dependences of He and intermediate mass fragments (IMF) production rates in the reactions 55 MeV/u ^40Ar ^58,64 Ni on the isospin, impact parameter and primary excitation energy of the reaction nuclear system were studied by using the 4π charged particle multi-detector array system (MUDAL). For the mentioned two reaction systems, the measured He particle contribution in the total charged particle multiplicity increases with increasing the total charged particle multiplicity but for the contribution of IMFs in the total charged particle multiplicity increases with increasing the total charged particle multiplicity at lower total charged particle multiplicities, and latter on it drops down with further increasing of the total charged particle multiplicities (see Fig.l). The experimental results of these two reaction systems with the same nuclear charge indicate that the contribution of He and IMFs in the total charged particle multiplicities are obviously isospin dependent.     

台湾网柱细胞粘菌生物多样性之研究

台湾地处亚热带,具备特殊地形地质,气候变化复杂,森林植被丰富,蕴育各种真菌资源.细胞粘菌广泛分布于自然界中,尤以森林土壤出现之种类最多.有关网柱细胞粘菌(dictyostelid cellular slime molds)生物多样性的调查,自1980年即陆续展开.目前自台湾平地至高山各地区之森林土壤样品中,所分离的网柱细胞粘菌物种多样性共已鉴定出1科3属18种,分别为细长纤管细胞粘菌(Acytostelium leptosomum)、巨大头网柱细胞粘菌(Dictyostelium macrocephalum)、布列菲氏网柱细胞粘菌(D.brefeldianum)、巨网柱细胞粘菌(D.giganteum)、金黄柄网柱细胞粘菌(D.aureo-stipes var.aureo-stipes)、浅紫网柱细胞粘菌(D.lavandulum)、单叉网柱细胞粘菌(D.monochasioides)、多头网柱细胞粘菌(D.polycephalum)、紫色网柱细胞粘菌(D.purpureum)、根足网柱细胞粘菌(D.rhizopodium)、纤细网柱细胞粘菌(D.delicatum)、淡紫柄网柱细胞粘菌(D.coeruleo-stipes)、细小网柱细胞粘菌(D.minutum)、棍棒头网柱细胞粘菌(D.clavatum)、微小型网柱细胞粘菌(D.exiguum)、透明轮生细胞粘菌(Polysphondylium pallidum)、伪纯白轮生细胞粘菌(P.pseudo-candidum)和紫色轮生细胞粘菌(P.violaceum).网柱细胞粘菌生态多样性的探讨,则于2000年10月至2001年8月,在台北阳明山地区鹿角坑生态保护区、小油坑芒草植被、及包箨箭竹林植被设立30个样区,每2个月采集土壤样品一次,结果鹿角坑生态保护区出现6个菌种,在3种植被样区中占最多数,且以8月份各菌种之出现频率最高.网柱细胞粘菌在阳明山出现频率以夏季出现频率较高,冬季出现频率较低.土壤样品之pH值亦影响网柱细胞粘菌在该地区之分布,包箨箭竹植被之土壤样品pH值最低为3.8,该植被区之菌种出现频率最低.透明轮生细胞粘菌(P.pallidum)普遍存在于3种植被样区中,出现频率随季节之变化小,为该地区最广泛分布之种类.此外,将台湾所分离而得的网柱细胞粘菌种类(纯培养菌株),抽取基因体DNA(genomicDNA),以二对引子(primer)从事核醣体DNA(rDNA)片段ITS1-5.8S-ITS2区域增幅作用,经DNA序列定序后,分析探讨台湾网柱细胞粘菌种类之遗传多样性和亲缘关系.     

Δ—scaling and Information Entropy in Ultra—Relativistic Nucleus—Nucleus Collisions

The Δ-scaling method has been applied to ultra-relativistic p p,C C and Pb Pb collision data simulated using a high-energy Monte Carlo package,LUCIAE 3.0.The Δ-scaling is found to be valid for some physical variables,such as charged particle multiplicity,strange particle multiplicity and number of binary nucleon-nucleon-nucleon collisions from these simulated nucleus-nucleus collisions over an extended energy ranging from E1ab=20 to 200A GeV.In addition we derive the information entropy from the multiplicity distribution as a function of beam energy for these collisions.     

Existence, Multiplicity and Infinite Solvability of Positive Solutions for One-Dimensional p-Laplacian

The existence, multiplicity and infinite solvability of positive solutions are established for some two-point boundary value problems of one-dimensional p-Laplacian. In this paper, by multiplicity we mean the existence of m solutions, where m is an arbitrary natural number.     

利用固定化微生物技术强化降解TATB工业废水

综述九十年代以来固定化微生物技术用于难降解有机废水治理中的最新研究进展，提出了利用该技术强化降解TATB工业废水的新途径。     

长白山土壤腹足类物种多样性初步研究

自1993年5月至10月对吉林长白山森林生态系统定位站的土壤腹足类进行了多样性调查，据初步调查的结果显示，长白山地区土壤腹足类种类少而单调，采样区仅发现15种，隶属于腹足纲9科13属，采样区土壤腹足类物种多样性指数和丰富度指数都是5月份最低，8月份达最大值，之后逐渐减小；均匀度指数5月份最高，7月份最低；单纯度指数也是5月份最高，最低值出现在10月份，土壤表层的陆生贝类物种多样性指数高于上层。     

Multiple Scattering Effects of Ag Particles in Random Ag-SiN Film

A layer of 40nm-thick Ag-SiN film with Ag nano-particles embedded and distributed randomly in the SiN thin film were deposited by the method of radiant-frequency magnetron sputtering. Specimens orderly comprising a random Ag-SiN film and an optical phase change recording layer were exposed to a focused laser beam with wavelength of 69Ohm. It is shown that, with a random Ag-SiN layer deposited above the recording layer. Calculation by the finite difference time domain method of a 4Ohm-thick SiN film under a Gaussian beam irradiation has been carried out to simulate the near-field distribution in the film, which showed a huge local near-field intensity enhancement of about 200 times if small Ag particles with diameter of 6 nm were modelled inthe SiN film in the central region of the in cident laser spot.     

UNIQUENESS PROBLEM WITH TRUNCATED MULTIPLICITIES OF MEROMORPHIC MAPPINGS FOR MOVING TARGETS

In this article,two uniqueness theorems of meromorphic mappings on moving targets with truncated multiplicities are proved.     

添加有机肥和葡萄糖对铜毒害旱地红壤微生物生物量的影响

在预培红壤中加入定量的有机肥和葡萄糖及不同浓度的Cu,25℃培养14d，测定了土壤微生物生物量C（Cmic),N(Nmic)。结果表明，存在有机肥和葡萄糖时，土壤中Cmic和Nmic随着Cu浓度的增加而降低；Cmic/Nmic随着Cu浓度的增加而增大。施加有机肥和葡萄糖的土壤中，在所有Cu处理浓度下，土壤中Cmic和Nmic均比未加有机物质处理高，特别是有机肥处理中土壤Cmic和Nmic均比其它处理高得多，说明有机肥可明显减轻Cu对土壤微生物生物量的毒性，同时也说明有机肥可提供微生物N源。不含Cu时，加入有机肥和葡萄糖导致土壤中Cmic和Nmic增加，其中有机肥明显。