11 research outputs found

    Remote Sensing of the Aquatic Environments

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    The book highlights recent research efforts in the monitoring of aquatic districts with remote sensing observations and proximal sensing technology integrated with laboratory measurements. Optical satellite imagery gathered at spatial resolutions down to few meters has been used for quantitative estimations of harmful algal bloom extent and Chl-a mapping, as well as winds and currents from SAR acquisitions. The knowledge and understanding gained from this book can be used for the sustainable management of bodies of water across our planet

    Water quality grade identification for lakes in middle reaches of Yangtze River using landsat-8 data with deep neural networks (DNN) model

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    Water quality grade is an intuitive element for people to understand the condition of water quality. However, in situ water quality grade measurements are often labor intensive, which makes measurement over large areas very costly and laborious. In recent years, numerous studies have demonstrated the effectiveness of remote sensing techniques in monitoring water quality. In order to automatically extract the water quality information, machine learning technologies have been widely applied in remote sensing data interoperation. In this study, Landsat-8 data and deep neural networks (DNN) were employed to identify the water quality grades of lakes in two cities, Wuhan and Huangshi, in the middle reach of the Yangtze River, central China. Additionally, linear support vector machine (L-SVM), random forest (RF), decision tree (DT), and multi-layer perceptron (MLP) were selected as comparative methods. The experimental results showed that DNN achieved the most promising performance compared to the other approaches. For the lakes in Wuhan, DNN gave water quality results with overall accuracy (OA) of 93.37% and Kappa of 0.9028. For the lakes in Huangshi, OA and kappa given by DNN were 96.39% and 0.951, respectively. The results show that the use of remote sensing images for water quality grade monitoring is effective. In the future, our method can be used for water quality monitoring of lakes in large areas at a low cost

    Water Clarity Affects Microbial Diversity in Lakes at Longwood University

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    This project intends to discover how water clarity affects the diversity of Longwood University\u27s native freshwater microbiomes. The group hypothesized that if the lake water clarity is low, then microbiomes within the lake will be less abundant. The results of this experiment proved that the lake waters were far clearer than previous measurements of clarity had shown, as bacterial colonies were highly abundant

    The sounds on the Silk Road from Xi'an to Urumqi. Soundscape, recording and exposition of the sound

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    [eng] The main objective of the doctoral thesis is to study the Soundscape in the Chinese route of the Silk Road based on the premises issued in 2003 by the Convention for the Safeguarding of the Intangible Cultural Heritage of UNESCO. In China, no application of this agreement has been used. The research proposed by the doctoral thesis is an important precedent in applying the guidelines concerning the study and preservation of intangible cultural heritage. The Silk Road represents the exchange and integration of Chinese and Western cultures, and its mysterious and remote atmosphere is fascinating. I have longed for the Silk Road since I was young. I was exposed to sound media art, soundscape maps, and sound sculpture research in the laboratory of Dr. Josep Cerda at the University of Barcelona. Finally, it presented the idea of applying sound media art to data analysis of the sound on the Silk Road and archival records. The General Conference of the United Nations Educational, Scientific and Cultural Organization. UNESCO, at its 32nd meeting, held in Paris from September 29 to October 17, 2003. Approved the Convention for the Safeguarding of the Cultural Heritage Intangible, the intergovernmental agreement that Recognizes that communities, groups, and individuals play an important role in the production, safeguarding, maintenance, and recreation of intangible cultural heritage, thereby contributing to enriching cultural diversity and human creativity. It considers the importance of the Soundscape as an exponent of cultural diversity. The General objective of this doctoral dissertation is to apply the intangible cultural heritage protection formulated by UNESCO to "Using sound media art to record and protect the sound landscape of typical areas on the Silk Road." Through a literature review of Western sound research and the current sound landscape research status in China, China is currently conducting sound landscape research and research on a certain designated area. Quantitative analysis exists, but there is no study on "The sounds on the Silk Road from Xi'an to Urumqi." The Silk Road is a vast area and has many research limitations in terms of geography. This research uses ethnographic research as the main research methodology, and finally determines the research site in China from Xi'an to Urumqi in Six specific regions. In Chinese history, the Silk Road started from Xi'an, Shaanxi Province, and ended in Xinjiang Province, the last region connecting China with Eurasia. I passed through the Longmen Grottoes in Luoyang, Henan Province, the surround-ing areas of Mogao Grottoes in Gansu Province, and the surrounding regions of Qin- ghai Lake in Xining City Qinghai Province. As the gathering area of ethnic minorities in the southwest of China's Silk Road, Yunnan Province also includes this doctoral thesis research. Try to find the voices on the Silk Road that are most worthy of investigation and preservation, and conduct field investigations and quantitative analysis. The purpose of the research is to use a sound media library, soundscape map, and sound art museum display to reflect the ecological landscape environment of the Silk Road, the urban human environment, and the status quo of historical relics. Based on this, establish a sound landscape database. To form a digital map of the Soundscape, making it an important carrier for the protection and inheritance of the sound landscape on the Silk Road, as a basis for academic and theoretical research on protecting intangible cultural heritage on the Silk Road. The second objective of the research is to establish a sound media art laboratory and a sound documentation center in Shanghai Donghua University and Shanghai Arts & Design Academy, to supplement the current lack of sound media art as a research direction in design education in China. The third research goal is to apply future sound media art combined with big data artificial intelligence to serve society. Apply intelligent sound design as an essential means of exhibition and display and demonstrate in Chinese museums. In terms of research conclusions and social influence, this doctoral thesis puts forward for the first time "the application of sound media art to protect and inherit the soundscape of the Silk Road". First of all, a set of core methodology and research techniques in the research of this doctoral dissertation applied to the academic study of soundscape protection on the Silk Road. Due to the limitations of the research funding and time of the doctoral thesis, only investigate six important areas. I will not terminate this research because of the end of this paper. Researchers will continue to study some other sub-important regions of the Silk Road in China. This doctoral thesis will lay a theoretical foundation for China and the world to study the "Silk Road" soundscape research. Introduce the establishment method of sound media library into the design art education of Chinese colleges and universities. To make up for the lack of research in Chinese universities that specifically focus on sound art design instead of music theory research under art design research. The third is to create a sound media library and make an interactive multimedia map to be applied to the soundscape guide of the future cultural journey. Use digital media technology and sound media art principles to design a virtual interactive sound museum. Establish a complete set of sound expressions, protect and Inheriting the Soundscape of the Silk Road while driving the richness of cultural tourism in the southwest and northwest regions of China. The audience can understand the history and culture of the Silk Road through acoustic sensory experience in multiple dimensions.[spa] La finalidad de esta investigación es establecer un archivo sonoro de la Ruta de la Seda, en su recorrido en China, aplicando las directrices de la UNESCO, establecidas en la Convención para la Salvaguarda del Patrimonio Cultural Inmaterial, a partir de una metodología teorico-práctica de recogida de datos mediante grabaciones de campo y geolocalizadas mediante mapas sonoros. A lo largo de los 5 años de investigación, se ha podido constatar la transformación cultural de la zona de estudio debido a la irrupción de las nuevas tecnologías y la creciente industrialización, aspectos que constatan la necesidad de este tipo de investigaciones que hemos llevado a cabo, ya que los sonidos tradicionales del paisaje sonoro de la Ruta de la Seda están en vías de desaparición, por lo tanto es muy importante preservarlos para el futuro mediante la creación de un archivo sonoro.. En la investigación se han introducido elementos tecnológicos importantes, sobre todo en lo que hace referencia en la exposición de los sonidos del paisaje sonoro y en el diseño de un espacio expositivo interactivo especialmente diseñado para presentar estos sonidos y demás aspectos de la tradición cultural y artesana de la Ruta de la seda. Se ha partido de los estudios realizados por el investigador canadiense R. Murray-Schafer que se desarrollaron en la década de los años 70 del siglo pasado en la Universidad Simon Fraser de Canadá, y que han ido evolucionando hasta la actualidad por las aportaciones sucesivas de I. Westercamp y B. Truaux, que dieron como resultado el Word Sounscape Project, que es el origen del trabajo de investigación que hemos llevado a cabo. Toda la investigación se ha llevado a cabo en el mismo lugar de estudio de la Ruta de la Seda, en su tramo Chino. La gran mayoría de las grabaciones de campo y las imágenes fotográficas, así como las entrevistas y diseño expositivo han sido llevadas a cabo por la autora. Así mismo cabe remarcar que el estudio de las fuentes bibliográficas se han realizado en la mayoría de las veces a partir de libros y artículos redactados en el idioma mandarín, por lo que la accesibilidad a las fuentes primarias, hacen de esta tesis un trabajo de investigación muy importante

    Water clarity response to climate warming and wetting of the Inner Mongolia-Xinjiang Plateau: A remote sensing approach

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    Water clarity (generally quantified as the Secchi disk depth: SDD) is a key variable for assessing environmental changes in lakes. Using remote sensing we calculated and elucidated the SDD dynamics in lakes in the Inner Mongolia-Xinjiang Lake Zone (IMXL) from 1986 to 2018 in response to variations in temperature, rainfall, lake area, normalized difference vegetation index (NDVI) and Palmer's drought severity index (PDSI). The results showed that the lakes with high SDD values are primarily located in the Xinjiang region at longitudes of 75°–93° E. In contrast, the lakes in Inner Mongolia at longitudes of 93°–118° E generally have low SDD values. In total, 205 lakes show significant increasing SDD trends (P < 0.05), with a mean rate of 0.15 m per decade. In contrast, 75 lakes, most of which are located in Inner Mongolia, exhibited significant decreasing trends with a mean rate of 0.08 m per decade (P < 0.05). Pooled together, an overall increase is found with a mean rate of 0.14 m per decade. Multiple linear regression reveals that among the five variables selected to explain the variations in SDD, lake area accounts for the highest proportion of variance (25%), while temperature and rainfall account for 12% and 10%, respectively. In addition, rainfall accounts for 52% of the variation in humidity, 8% of the variation in lake area and 7% of the variation in NDVI. Temperature accounts for 27% of the variation in NDVI, 39% of the variation in lake area and 22% of the variation in PDSI. Warming and wetting conditions in IMXL thus promote the growth of vegetation and cause melting of glaciers and expansion of lake area, which eventually leads to improved water quality in the lakes in terms of higher SDD. In contrast, lakes facing more severe drought conditions, became more turbid

    A multi-proxy approach to track ecological change in Gunbower Wetlands, Victoria, Australia

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    The wetlands of the Murray-Darling Basin have come under the threat of a drying climate, the over-allocation of water for irrigation agriculture and widespread catchment disturbance. A synthesis of many paleolimnological assessments undertaken in the upper and lower sections of the Murray floodplain, and the Murrumbidgee, reveal considerable ecological change in wetlands from early in European settlement. The wetlands of the Gunbower Forest lie in the middle reaches of the Murray River. They are located on Gunbower Island that is deemed a wetland of international significance under the Ramsar Convention and an icon site under the Living Murray Initiative. Many Gunbower Island wetlands are located in protected forests, while others are within a zone developed for irrigation, mostly dairy, agriculture. This study analysed the sedimentary records of two wetlands within the forest estate and two within irrigation lands intending to compare long term change in the Gunbower wetlands to studies on floodplains both up and downstream, and to assess the relative impact of regional causes of change and that of local land use. Sediments constitute natural archives of past environmental changes. Sediment records were recovered from four wetlands and radiometric dating and multi-proxy paleoecological techniques were applied to assess how these wetlands have responded to changes in human occupation and other factors, such as climate. Then, extracted sediment cores were taken from Black (core length: 84 cm) and Green (86 cm) Swamps located in the forest, and Taylors (94 cm) and Cockatoo (74 cm) Lagoons were situated amongst dairy farms. In order to reconstruct ecological and water quality changes from the study sites, the cores were analysed using four different analysis techniques, i.e., Itrax-XRF (X-Ray Fluorescence) scanning, Lead-210 (210Pb) dating, Stable isotope and diatom analysis. XRF scanning provided evidence of the elemental composition of the cores. Detrital enrichment in the lower parts of all cores was observed, indicating elevated erosion rates or low water levels. In addition to this, some recent metal pollution was evident with high Cu, Ni and Pb inputs. Stable isotopes provided limited information on the carbon and nitrogen sources. TheDoctor of Philosoph

    Effects of Water Quality Adjusted by Submerged Macrophytes on the Richness of the Epiphytic Algal Community

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    Submerged macrophytes and epiphytic algae play significant roles in the functioning of aquatic ecosystems. Submerged macrophytes can influence the epiphytic algal community by directly or indirectly modifying environmental conditions (nutrients, light, etc.). From December to June of the following year, we investigated the dynamics of the dominant winter species Potamogeton crispus, its epiphytic algae, and water quality parameters in the shallow Liangzi Lake in China. The richness of epiphytic algae had a trend similar to that of P. crispus coverage, which increased in the first four months and then decreased in the following three months. The structural equation model (SEM) showed that P. crispus affected the richness of epiphytic algae by reducing nutrient concentrations (reduction in total organic carbon, total nitrogen and chemical oxygen demand) and enhancing water transparency (reduction in turbidity and total suspend solids) to enhance the richness of epiphytic algae. The results indicated that high amounts of submerged macrophyte cover can increase the richness of the epiphytic algal community by changing water quality

    Long-Term Changes in Water Clarity in Lake Liangzi Determined by Remote Sensing

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    Water clarity (via the Secchi disk depth, SDD) is an important indicator of water quality and lake ecosystem health. Monitoring long-term SDD change is vital for water quality assessment and lake management. In this study, we developed and validated an empirical model for estimating the SDD based on Landsat ETM+ and OLI data using the combination of band ratio of the near-infrared (NIR) band to the blue band and the NIR band. Time series data of remotely estimated SDD in Lake Liangzi were retrieved from 2007 to 2016 using the proposed models based on forty Landsat images. The results of the Mann&ndash;Kendall test (p = 0.002) and linear regression (R2 = 0.352, p &lt; 0.001) indicated that the SDD in Lake Liangzi demonstrated a significant decreasing trend during the study period. The annual mean SDD in Lake Liangzi was significantly negatively correlated with the population (R2 = 0.530, p = 0.017) and gross domestic product (R2 = 0.619, p = 0.007) of the Lake Liangzi basin. In addition, water level increase and the flood have an important effect on SDD decrease. Our study revealed that anthropogenic activities may be driving factors for the long-term declining trend in the SDD. Additionally, floods and heavy precipitation may decrease the SDD over the short term in Lake Liangzi. A declining trend in the SDD in Lake Liangzi may continue under future intense anthropogenic activities and climate change such as the extreme heavy precipitation event increase

    Perspectives on culture-based fisheries development in Asia

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