Spatiotemporal dynamics of Ramsar wetlands and freshwater resources: Technological innovations for ecosystem conservation.

IF 2.5 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL
Smrutisikha Mohanty, Prem Chandra Pandey
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引用次数: 0

Abstract

Aquatic ecosystems, particularly wetlands, are vulnerable to natural and anthropogenic influences. This study examines the Saman Bird Sanctuary and Keetham Lake, both Ramsar sites, using advanced remote sensing for water occurrence, land use and land cover (LULC), and water quality assessments. Sentinel data, processed in cloud computing, enabled land-use classification, water boundary delineation, and seasonal water occurrence mapping. A combination of Modified Normalized Difference Water Index (MNDWI), OTSU threshold segmentation, and Canny edge detection provided precise seasonal water boundaries. Study utilized a combination of the MNDWI, OTSU threshold segmentation, and Canny edge detection methods. These approaches allowed for precise delineation of seasonal water boundaries. Sixteen water quality parameters including pH, turbidity, dissolved oxygen (DO), chemical oxygen demand (COD), total hardness (TH), total alkalinity (TA), total dissolved solid (TDS), electrical conductivity (EC), phosphates (PO4), nitrate (NO3), chloride (Cl-), fluoride (F-), carbon dioxide (CO2), silica (Si), iodine (I-), and chromium (Cr-) were analyzed and compared for both sites. Results showed significant LULC changes, particularly at Saman, with scrub forest, built-up areas, and agriculture increasing, while flooded vegetation and open water declined. Significant LULC changes were observed near Marsh wetland, where positive changes up to 42.17% were seen for built-up in surrounding regions, with an increase to 5.43 ha in 2021 from 3.14 ha in 2017. Positive change was observed for scrub forests up to 21.02%, with a rise of 2.18 ha. Vegetation in the marsh region, including seasonal grasses and hydrophytes, has shown an increase in extent up to 0.39 ha with a rise of 7.12%. Spatiotemporal water occurrence was analyzed across pre-monsoon, monsoon, and post-monsoon seasons using Sentinel-1 data. The study highlights the role of remote sensing and field-based water quality monitoring in understanding ecological shifts and anthropogenic pressures on wetlands. By integrating land-use changes and water quality analysis, this research provides critical information for planning and conservation efforts. It provides vital insights for conservation planning, advocating for continued monitoring and adaptive management to sustain these critical ecosystems. PRACTITIONER POINTS: Spatiotemporal surface water occurrence at two geographically different wetlands-lake and marsh wetland; LULC and its change analysis to evaluate the impact on wetlands and its surrounding environment-positive and negative changes; Boundary delineation to examine changes and identify low-lying areas during the pre- and post-monsoon; Comparative analysis of the water quality of two different wetlands; Insectivorous plant-Utricularia stellaris, was recorded from Northern India at the Saman Bird Sanctuary for the first time.

拉姆萨尔湿地和淡水资源的时空动态:生态系统保护的技术创新。
水生生态系统,特别是湿地,容易受到自然和人为影响。本研究考察了Saman鸟类保护区和Keetham湖这两个拉姆萨尔湿地,使用先进的遥感技术进行水发生、土地利用和土地覆盖(LULC)以及水质评估。在云计算中处理的哨兵数据使土地利用分类、水界划定和季节性水发生图成为可能。修正归一化差水指数(MNDWI)、OTSU阈值分割和Canny边缘检测相结合,提供了精确的季节水边界。该研究结合了MNDWI、OTSU阈值分割和Canny边缘检测方法。这些方法可以精确地划定季节水界。分析和比较了两个地点的16个水质参数,包括pH、浊度、溶解氧(DO)、化学需氧量(COD)、总硬度(TH)、总碱度(TA)、总溶解固形物(TDS)、电导率(EC)、磷酸盐(PO4)、硝酸盐(NO3)、氯化物(Cl-)、氟化物(F-)、二氧化碳(CO2)、二氧化硅(Si)、碘(I-)和铬(Cr-)。结果表明,沙曼地区的土地利用价值变化显著,灌丛林、建成区和农业增加,而淹没植被和开阔水域减少。在沼泽湿地附近观察到显着的LULC变化,其中周围地区的建筑变化高达42.17%,从2017年的3.14公顷增加到2021年的5.43公顷。灌丛林正变化达21.02%,增加2.18 ha。湿地植被(包括季节性禾本科和水生植物)增加了0.39 ha,增加了7.12%。利用Sentinel-1数据分析了季风前、季风期和季风后三个季节的时空水发生情况。该研究强调了遥感和基于实地的水质监测在了解湿地生态变化和人为压力方面的作用。通过整合土地利用变化和水质分析,本研究为规划和保护工作提供了重要信息。它为保护规划提供了重要的见解,倡导持续监测和适应性管理,以维持这些关键的生态系统。实践点:湖泊湿地和沼泽湿地两种地理位置不同的湿地地表水时空发生;利用LULC及其变化分析评价对湿地及其周边环境的影响——正变化和负变化;划定界线,以检查季风前后的变化和确定低洼地区;两种不同湿地水质的比较分析在印度北部的萨曼鸟类保护区首次记录到食虫植物——星状水藻。
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来源期刊
Water Environment Research
Water Environment Research 环境科学-工程:环境
CiteScore
6.30
自引率
0.00%
发文量
138
审稿时长
11 months
期刊介绍: Published since 1928, Water Environment Research (WER) is an international multidisciplinary water resource management journal for the dissemination of fundamental and applied research in all scientific and technical areas related to water quality and resource recovery. WER''s goal is to foster communication and interdisciplinary research between water sciences and related fields such as environmental toxicology, agriculture, public and occupational health, microbiology, and ecology. In addition to original research articles, short communications, case studies, reviews, and perspectives are encouraged.
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