Sentinel-2影像多特征优选的黄河三角洲湿地信息提取

以北方典型河口湿地—黄河三角洲湿地为研究区,采用在特征选择和分类提取等方面具有明显优势的随机森林算法,对研究区内的湿地信息进行提取。首先基于多时相、光谱信息丰富的Sentinel-2数据生成4类不同的特征变量,包括光谱特征、植被指数和水体指数、红边指数、纹理特征;再根据以上特征构建6种不同的提取方案,对黄河三角洲湿地信息进行提取并验证不同方案的提取精度,旨在选择最佳方案改善湿地信息提取的效果。结果表明:(1)有效地使用多种特征变量是提高湿地信息提取的关键,就不同特征对湿地信息提取的贡献率而言,红边指数植被指数和水体指数光谱特征纹理特征;(2)基于随机森林算法优选的特征变量提取效果最佳,总体精度高达90.93%,Kappa系数为0.90,表明随机森林算法可以有效地进行特征选择,在特征变量数据挖掘的同时,仍能保证湿地信息提取的精度,提高运行效率。本研究为湿地信息提取在数据源选择、特征选择和方法选择方面提供了一种新思路、方法和技术手段。     

Assessment of the consecutive harmful dinoflagellate blooms during 2015 in the Izmit Bay (the Marmara Sea)

A series of red tides were observed during 2015 in the Izmit Bay(the Marmara Sea) which is located in the most industrialized and populated region of Turkey. Six samplings were carried out in this area following the red tides.Nitrite-N, nitrate-N, ammonia, silica and orthophosphate concentrations were analyzed spectrophotometrically.Physicochemical conditions were measured by CTD probe. Plankton quantification was performed using counting chambers under microscopes. Prorocentrum micans was the most abundant species, except on May 14,2015, when Noctiluca scintillans was dominant. The abundance of P. micans reached average 18×10~6 ind./L on May 3, 2015 in the Karamürsel station, simultaneously with elevated levels of NH_3 and o-PO_4~(3–). The sample was also abundant in dead amphipods((72±12) ind./L) that had been covered by mucilage aggregates produced by P.micans. The highest biomass(calculated by carbon) was recorded as(268±26.0) mg/L on May 14 in the Hereke station. Beside the anthropogenic wastewater discharges, unknown sources and resuspensions caused increases in nutrient levels. After long term northeaster gusts(35 km/h for 5 d) an upwelling occurred on November 6, 2015 after wind-induced sediment resuspension. Although nutrient discharges remarkably decreased over 30 years through established wastewater treatment plants, harmful phytoplankton blooms still occur. Comparing the present results with other studies in nearby Mediterranean seas reveals that the most intense harmful dinoflagellate bloom in recent years occurred in the Izmit Bay. Therefore, additional protection measures necessary for a cleaner Izmit Bay. These incidents also demonstrate that contaminants, accumulated in sediment,may have long-lasting effects on enclosed marine ecosystems.     

Characterization of Pythium chondricola associated with red rot disease of Pyropia yezoensis (Ueda)(Bangiales,Rhodophyta) from Lianyungang,China

Pyropia yezoensis(formerly Porphyra yezoensis)is an economically important red alga that is cultured extensively in China.The red rot disease occurs commonly during Pyropia cultivation,causing serious economic losses.An incidence of red rot disease was found in a P.yezoensis farm from mid-November to mid-December 2015 at Lianyungang,Jiangsu Province,China.Histopathological examination revealed that the naturally infected thalli were infected apparently by a pathogen,leading to red rot symptoms.The causative agent was isolated and identified as the oomycete Pythium chondricola by morphological analysis and sequence analysis of the internal transcribed spacer and cytochrome oxidase subunit 1(cox 1).In artifi cial infection experiments on the P.yezoensis blades,the P.chondricola isolate was able to cause the same characteristic histopathology seen in natural infections.P.chondricola grew well at a wide range of temperatures in the range 8-31℃,salinities at 0-45 and pH 5-9.In an orthogonal test used to determine the effects of environmental factors(temperature,salinity,and zoospore concentration)on infection,the data revealed that temperature was the most important factor to affect red rot disease development,with the optimal conditions for disease expansion being 20℃,35 salinity,and a zoospore concentration of 10^6 zoospores/mL.The results obtained from the present study prompted us to set up a comprehensive epidemiological study on Pyropia,which will provide support to maintain the healthy development of the Pyropia industry in China.     

Contrasting characteristics and origin of Danxia arched rock shelters in Zhejiang,China, and natural arches and bridges on the Colorado Plateau,USA

The red beds in Zhejiang province of China host the highest concentration of Dan-xia arched rock shelters in the world,just as the Colorado Plateau in the western USA hosts the world's largest concentration of natural arches and bridges.This study investigated the geological background of the arched rock shelters and compared them to the natural arches and bridges,based on field study and a literature review.It was found that Zhejiang arched rock shelters differ from Colorado Plateau natural arches and bridges in geometry and for-mation mechanism.Statistical geometric data on arch geometry shows that Danxia arched rock shelters in Zhejiang tend to be relatively flat.They are relatively low features with long spans,and great depth.The natural arches and bridges on the Colorado Plateau are similar to each other,but the bridges are larger than the arches.The geometric differences between the arched landforms could be attributed to their different geologic history and to their differ-ent formation mechanisms.The arched rock shelters in Zhejiang are formed by differential weathering between sandstone and conglomerate due to moisture-induced tensile stresses.In contrast,natural arches on the Colorado Plateau are closely related to the Salt Valley an-ticline,vertical tectonic fractures,and horizontal discontinuities in rock fins.The Colorado Plateau natural bridges were formed by river erosion.     

皖南山区某高速公路红砂岩特性及其路基施工工艺研究

新鲜红砂岩暴露在大气环境下或受到干湿循环作用,易崩解破碎,工程地质性质降低.如果用它作路基填料,必须进行相应的工程技术措施处理,才能使其路用性能得到改善,达到各项标准.在分析先前科研工作者对红砂岩的相关研究成果基础上,结合本高速公路标段出露红砂岩的特点,本文通过试验,在填筑、施工工艺等方面对其进行了研究,得出了适用于本高速公路的红砂岩路基施工工艺.其研究成果对相似工程的施工具有较好的指导作用.     

Burial Records of Reactive Iron in Cretaceous Black Shales and Oceanic Red Beds from Southern Tibet

One of the new directions in the field of Cretaceous research is to elucidate the mechanism of the sedimentary transition from the Cretaceous black shales to oceanic red beds. A chemical sequential extraction method was applied to these two types of rocks from southern Tibet to investigate the burial records of reactive iron. Results indicate that carbonate-associated iron and pyrite are relatively enriched in the black shales, but depleted or absent in red beds. The main feature of the reactive iron in the red beds is relative enrichment of iron oxides （largely hematite）, which occurred during syn-depostion or early diagenesis. The ratio between iron oxides and the total iron indicates an oxygen-enriched environment for red bed deposition. A comparison between the reactive iron burial records and proxies of paleo-productivity suggests that paleo-productivity decreases when the ratio between iron oxides and the total iron increases in the red beds. This phenomenon could imply that the relationship between marine redox and productivity might be one of the reasons for the sedimentary transition from Cretaceous black shale to oceanic red bed deposition.     

红层软岩边坡岩体工程特性研究

通过调查研究四川地区80个红层软岩边坡的几何形状、结构面产状、边坡岩体强度等特征,探讨了块度、回弹值、回弹比、JRC、坡高与坡度的关系.提出了回弹比,分析其与坡度、稳定性间的相关关系,指出回弹比是对边坡稳定性影响的一个重要因素.确定了各因素对坡度的影响的重要性依次是块度、回弹值、回弹比、JRC和坡高.     

中国北方上新世晚期-更新世早期风成沉积物磁化率各向异性初探

前人对中国黄土高原晚更新世黄土沉积物的磁化率各向异性的研究表明,磁化率椭球体最大轴(Kmax)偏角的方向能够指示黄土沉积时期的搬运动力方向,即古风向,并可以通过这种途径进行古季风的重建.本研究试图通过对中国黄土高原晚上新世-早更新世转折时期的风成沉积磁化率各向异性研究进一步检验其在古风向重建方面的应用潜力.选择分别地处黄土高原中部、南部和东部地区的灵台、渭南和保德3个剖面,对红粘土向黄土过渡时期4个不同地层单元古土壤层(S32)、黄土层(L33)、过渡层(TU)以及红粘土沉积(RC)的样品进行了磁化率各向异性测量,结果表明磁线理L值很小,而磁面理F较为发育,这与前人对晚更新世黄土沉积磁化率各向异性的研究结果一致;同时,4个不同地层单元的磁面理F、各向异性度P和形状因子T在3个剖面上均表现出随土壤发育程度增强而减小的变化趋势,说明后期的成壤作用能够不同程度地降低磁面理、磁化率各向异性度以及形状因子的大小.与前人对于晚更新世黄土沉积磁化率各向异性的研究结果不同的是3个剖面的S32,L33,TU以及RC的Kmax的偏角似乎并不能反映出当时的搬运动力方向,即古风向,而长期的压实作用以及不同程度的后期土壤化作用是造成这一时期黄土和红粘土沉积物磁化率各向异性最大轴偏角方向未能反映出当时搬运动力方向(古风向)的原因之一.     

内蒙古察哈尔右翼中旗红谷地貌

随着社会的进步,人们更深地爱上了大自然鬼斧神工雕塑出来的地质景观.鉴别、发现、建设地质公园是地质工作者的一项重要责任,它增加了地质学的内涵.在乌兰察布市地质公园的建设中,笔者等深入偏远山区调查,发现了一片没有被报道的由红色沉积岩和山谷构成的地貌,可作为当地旅游经济发展的一个新亮点.     

陇南山区小麦红蜘蛛发生气象条件及预测模型

通过对甘肃省陇南山区1992~2005年小麦红蜘蛛发生情况和气象资料对比分析得出:危害陇南山区麦类的红蜘蛛主要有麦圆红蜘蛛和麦长腿红蜘蛛,其危害期由南向北主要发生在2~4月,每年发生面积约66 666.7 hm2,造成小麦减产10%左右。小麦红蜘蛛发生程度与上年9月至当年3月的逐月气温呈正相关,与该时段降水量呈显著的反相关;而与4~8月的逐月气温呈负相关,与该时段降水量呈正相关。