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Extrinsic attributes affecting local rice brand preferences: urban areas in Benin Republic 影响当地大米品牌偏好的外在属性:贝宁共和国城市地区
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-16 DOI: 10.1007/s41685-023-00297-4
Bebechou Mariam Adam Dade, Nobuyoshi Yasunaga, Norikazu Inoue

The purpose of this study was to examine factors based on extrinsic quality attributes that affect local rice preferences or consumption in urban areas of the Benin Republic (Benin). Benin has one of the highest rice import rates in Western Africa. Over the past decade, the level of rice supplied to the market has increased as compared with locally produced rice. To cope with this situation, rice institutions provide significant support to local production areas with an emphasis on intrinsic qualities. Consequently, consumers have become more willing to pay for locally produced rice. This trend is especially noticeable in production areas. On the other hand, imported branded rice continues to be preferred by urban consumers. This study examined consumer preferences in urban areas and rice producer marketing organizations using a Likert-scale question format. Surveys were conducted in four urban prefectures, and results were obtained from 200 urban consumers and 50 producers. A binomial logit model was used to examine the influence of the nine extrinsic factors. The results showed that the probability of respondent preference for local rice brands and the predicted coefficient for the variables “Packaging,” “Advertisement,” “Brand,” “Proximity,” and “Certification” of local rice brands that need to be improved in the urban area were positive and statistically significant. The study also revealed that consumers in urban areas preferred rice with good presentation (packaging); consumers were not informed about the availability of local rice brands (advertisement); consumers preferred to buy rice with a brand name as it helped them differentiate their favorite quality from others (brand); available evidence revealed that neighboring shops and urban open markets are where the consumers mostly buy (proximity). Finally, local rice producers affirmed that they ensure their products are controlled by a safety certification institution (certification). Lastly, based on these results, we also discuss various supportive measures to increase local rice production in Benin.

本研究的目的是研究基于外部质量属性的因素,这些因素影响着贝宁共和国(贝宁)城市地区的当地大米偏好或消费。贝宁是西非大米进口量最高的国家之一。在过去十年中,供应给市场的大米数量比当地生产的大米有所增加。为了应付这种情况,稻米机构向当地生产区提供大量支助,重点是内在质量。因此,消费者更愿意购买当地生产的大米。这一趋势在生产领域尤为明显。另一方面,进口品牌大米继续受到城市消费者的青睐。本研究考察了消费者的偏好在城市地区和大米生产营销组织使用李克特量表的问题格式。调查在四个城市县进行,并从200名城市消费者和50名生产者中获得了结果。采用二项logistic模型考察了9个外在因素的影响。结果表明,被调查对象对城市地区地方大米品牌的“包装”、“广告”、“品牌”、“邻近”和“认证”等变量的偏好概率和预测系数均为正,且具有统计学意义。研究还显示,城市地区的消费者更喜欢外观(包装)好的大米;消费者没有被告知当地大米品牌的供应情况(广告);消费者更愿意购买品牌大米,因为这有助于他们将自己喜欢的质量与其他品牌区分开来;现有证据表明,邻近的商店和城市露天市场是消费者购买最多的地方(邻近)。最后,当地的大米生产商确认他们的产品是由安全认证机构(认证)控制的。最后,基于这些结果,我们还讨论了提高贝宁当地水稻产量的各种支持措施。
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引用次数: 0
Perception of smart sustainable cities: a conceptual framework development using group concept mapping method 智能可持续城市感知:基于群体概念映射方法的概念框架开发
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-16 DOI: 10.1007/s41685-023-00293-8
Kwai Wing Wong, Kuan Siew Khor, Stephen Thomas Homer

A bottom-up approach was adopted to conceptualise a smart sustainable city through the perspective of stakeholders living in Sunway City Kuala Lumpur, Malaysia, touted as a smart sustainable city. The group concept mapping method allows the collection of the city stakeholder views and translation of these views into a framework through five steps: create statements, sort statements, multidimensional scaling, hierarchical cluster analysis and label clusters. This process generated 80 statements that compose a smart sustainable city, creating a conceptual framework of eight dimensions: green environment, township planning, community-friendly township, utilities management, waste management, smart transportation, digitalisation and technology. A validation stage using a confirmatory composite analysis with a reduced statement list of 40 items and 297 participants was also conducted. These results demonstrated that the stakeholders prioritised non-technical features, such as clean air, clean water and community activities over the need to adopt digital features. New features such as urban agriculture, co-living and others were rated less important, implying that new concepts may require strong community participation and support for implementation from the city authorities. The main contribution of this study is the bottom-up approach using group concept mapping, contrary to the traditional top-down approach, offering a novel method for the conceptualising process.

通过马来西亚吉隆坡双威城的利益相关者的角度,采用自下而上的方法来概念化智能可持续城市,双威城被吹捧为智能可持续城市。组概念映射方法允许收集城市利益相关者的视图,并通过五个步骤将这些视图转换为框架:创建语句、排序语句、多维缩放、分层聚类分析和标记聚类。这一过程产生了80项声明,构成了一个智能可持续城市,创建了八个维度的概念框架:绿色环境、乡镇规划、社区友好型乡镇、公用事业管理、废物管理、智能交通、数字化和技术。采用验证性复合分析的验证阶段,减少了40个项目和297名参与者的陈述列表。这些结果表明,利益相关者优先考虑非技术特征,如清洁的空气、清洁的水和社区活动,而不是采用数字特征的需要。城市农业、共同生活等新功能被认为不太重要,这意味着新概念可能需要社区的大力参与和城市当局对实施的支持。本研究的主要贡献是使用群体概念映射的自下而上方法,与传统的自上而下方法相反,为概念化过程提供了一种新颖的方法。
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引用次数: 2
Rice yield prediction model using normalized vegetation and water indices from Sentinel-2A satellite imagery datasets 基于Sentinel-2A卫星影像数据集归一化植被和水分指数的水稻产量预测模型
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-15 DOI: 10.1007/s41685-023-00299-2
Aung Myint Htun, Md. Shamsuzzoha, Tofael Ahamed

Yield predictions prior to harvesting crops is significant for agricultural decision-making. This study aimed to predict rice yield at the stage prior to harvesting using crops and soil phenological properties in the Pathein District of Myanmar. Remote sensing imagery data derived from Sentinel-2A satellite imageries during the month of November at the stage prior to harvest of rice fields were collected and analyzed from 2016 to 2021. Four vegetation indices (VIs): (i) normalized difference vegetation index (NDVI), (ii) normalized difference water index (NDWI), (iii) soil-adjusted vegetation index (SAVI), and (iv) rice growth vegetation index (RGVI) were specified as independent variables for a rice yield prediction model, after which simple and multiple linear regression models were estimated and validated. The accuracy of the estimated models was assessed using observed data from 1790 ground reference points (GRPs) in rice-yielding croplands. The average observed rice yield over 6 years was 1.57 tons per acre, and the average rice yield predictions over 6 years were 1.28, 1.48, 1.28, and 1.17 per acre with simple linear regression models from NDVI, NDWI, SAVI and RGVI, respectively. On the other hand, THE observed rice yield was 1.49 tons per acre with a multiple regression model. This indicates that prediction by the multiple regression model with four vegetation indices is superior to predictions by all other linear regression models. The early predicted yield data is useful for rice-growing farmers to compare expenses against losses after any extreme climatic event.

收获作物前的产量预测对农业决策具有重要意义。本研究旨在利用缅甸巴泰因地区的作物和土壤物候特性预测收获前阶段的水稻产量。采集2016 - 2021年11月稻田收获前阶段Sentinel-2A卫星影像遥感影像数据并进行分析。将归一化差异植被指数(NDVI)、归一化差异水分指数(NDWI)、土壤调整植被指数(SAVI)和水稻生长植被指数(RGVI) 4个植被指数(VIs)作为水稻产量预测模型的自变量,分别对简单线性回归模型和多元线性回归模型进行估计和验证。利用稻田1790个地面参考点(grp)的观测数据评估了估算模型的准确性。利用NDVI、NDWI、SAVI和RGVI的简单线性回归模型预测的6年平均水稻产量分别为1.28、1.48、1.28和1.17吨/亩。另一方面,用多元回归模型观测到的水稻产量为1.49吨/亩。这表明4种植被指数的多元回归模型的预测效果优于其他所有线性回归模型的预测效果。早期预测的产量数据对种植水稻的农民比较任何极端气候事件后的费用和损失很有用。
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引用次数: 1
Special issue on the assessment of climate change impacts on regional economics in South Asia 关于评估气候变化对南亚区域经济影响的特刊
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-15 DOI: 10.1007/s41685-023-00300-y
Tofael Ahamed

In Asia and the Pacific, the effects of climate change have become severe; specifically, South Asia is the most vulnerable region in the world. The human and financial effects could be substantially worse if floods, droughts, cyclones, and other extreme climatic events take place in this region frequently. In this special issue, the authors reported climate change indicators such as sea-level rise, flood, drought, geographical, geopolitical and geological conditions. National and regional food security has also been threatened during the last decade due to the adverse effects of climate change on crop production. To overcome such challenges of climate change, introducing climate-smart agriculture, adaptation and mitigation policies to tackle the effect of climate change are required from regional perspectives. Therefore, this special issue solely highlights those climate change points with clarity to refer to the SDGs, mitigation of risk and adoption of new policies and proposes solutions for the adverse effects of climate change and its vulnerability to agricultural livelihoods.

在亚洲和太平洋地区,气候变化的影响已经变得严重;具体来说,南亚是世界上最脆弱的地区。如果该地区频繁发生洪水、干旱、旋风和其他极端气候事件,对人类和经济的影响可能会严重得多。在这期特刊中,作者报告了气候变化指标,如海平面上升、洪水、干旱、地理、地缘政治和地质条件。在过去十年中,由于气候变化对作物生产的不利影响,国家和区域粮食安全也受到威胁。为了克服气候变化的这些挑战,需要从区域角度引入气候智能型农业、适应和缓解政策,以应对气候变化的影响。因此,本期特刊仅强调这些气候变化问题,明确提及可持续发展目标、减轻风险和采取新政策,并就气候变化的不利影响及其对农业生计的脆弱性提出解决办法。
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引用次数: 0
Major drivers for reducing vulnerability of forest-fringe communities in Kanha Tiger Reserve, Madhya Pradesh and designing suitable adaptation strategies 减少中央邦坎哈老虎保护区森林边缘社区脆弱性和设计适当适应战略的主要驱动因素
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-11 DOI: 10.1007/s41685-023-00294-7
Rinku Moni Devi, Maneesh Kumar Patasaraiya, Bhaskar Sinha, Jigyasa Bisaria

Climate change has impacted forest ecosystems and their associated benefits/services that play an important role in global ecological balance and support the livelihood of the rural poor, especially in the forest fringe villages. A higher dependency on natural resources, lack of other livelihood options and disconnectedness from mainstream development make these villages more vulnerable to climate change. At the same time, forests in the protected areas face increased anthropogenic pressure due to tourism, settlements and unsustainable extraction of forest produce and fuel wood, which in turn, degrade the forest resources and threaten the associated livelihoods. Therefore, the present study aimed to assess the vulnerability of forest fringe villages of Kanha Tiger Reserve (KTR) and suggest suitable adaptation strategies based on identified drivers of vulnerability. Scores of the vulnerability index were computed using an indicator-based approach, on data collected from 196 households spread over 17 villages across the buffer region of KTR. The major drivers of the vulnerability identified using principal component analysis are: socioeconomic status, enabling facilities, resource extraction, resource adjacency and economic assets. Furthermore, economic conditions, access to electricity, and diversity of occupants in a household were identified as the most important drivers of vulnerability in the region. Based on these findings, we suggest a need for enhancing the income of the tribal population through livelihood diversification, skill development for government-related programs, improvement of agricultural practices, development of health facilities, improved market linkages, CSR activities and involvement of local villagers in Tiger Reserve related activities. Though many activities are implemented within the KTR, these activities can be further strengthened based on the identified indicators of vulnerability. This study provides implications for formulating adaptation and forest management strategies and policies. Additionally, such findings can serve as a benchmark for designing suitable site-specific adaptation strategies based on the major drivers of vulnerability to reduce the vulnerability of forest-dependent villages in other protected areas of the country.

气候变化影响了森林生态系统及其相关惠益/服务,而这些惠益/服务在全球生态平衡中发挥着重要作用,并支持农村贫困人口,特别是森林边缘村庄的贫困人口的生计。对自然资源的高度依赖、缺乏其他生计选择以及与主流发展脱节,使这些村庄更容易受到气候变化的影响。与此同时,由于旅游业、住区和不可持续的森林产品和薪柴开采,保护区内的森林面临着越来越大的人为压力,这反过来又使森林资源退化并威胁到相关的生计。因此,本研究旨在评估坎哈老虎保护区森林边缘村的脆弱性,并在确定脆弱性驱动因素的基础上提出适当的适应策略。脆弱性指数的得分是根据从KTR缓冲区17个村庄的196个家庭收集的数据,使用基于指标的方法计算的。使用主成分分析确定的脆弱性的主要驱动因素是:社会经济地位、使能设施、资源开采、资源邻接性和经济资产。此外,经济条件、电力供应和家庭成员多样性被认为是该地区脆弱性的最重要驱动因素。基于这些发现,我们建议通过生计多样化、政府相关项目的技能开发、农业实践的改进、卫生设施的发展、市场联系的改善、企业社会责任活动和当地村民参与老虎保护区相关活动来提高部落人口的收入。虽然在KTR内执行了许多活动,但这些活动可以根据确定的脆弱性指标进一步加强。这项研究为制定适应和森林管理战略和政策提供了启示。此外,这些发现可以作为基准,根据脆弱性的主要驱动因素设计合适的特定地点适应战略,以减少该国其他保护区中依赖森林的村庄的脆弱性。
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引用次数: 1
Farming household adoption of climate-smart agricultural technologies: evidence from North-Central Vietnam 农户采用气候智能农业技术:来自越南中北部的证据
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-10 DOI: 10.1007/s41685-023-00296-5
Alice Joan G. Ferrer, Le Ha Thanh, Pham Hong Chuong, Nguyen Tuan Kiet, Vu Thu Trang, Trinh Cong Duc, Jinky C. Hopanda, Benedict Mark Carmelita, Eisen Bernard Bernardo

Vietnam recently introduced a policy to promote climate-smart agricultural technologies (CSATs) to enhance farmer resilience and adaptation to climate change. This study sought to identify factors influencing the adoption and the continuation of CSATs adoption among smallholder farmers. The study surveyed 215 farmers in My Loi Village, Ha Tinh Province in North-Central Vietnam, where CSATs have been adopted and practiced since 2014. Logistic and ordinary least square regression models were applied to analyze the data. The results showed that attendance to training on CSATs, presence of a fellow farmer as a source of information, rice cultivation, farming experience and number of crops grown significantly influenced the adoption of CSATs. Farmer adoptions of CSATs, in contrast, were negatively influenced by more working men in the family and membership in a farming organization. The continuous adoption of CSATs was promoted by training, support from agriculture extension officers, upward mobility of farmers, farm ownership and the number of crops grown. Meanwhile, families with a larger number of male workers were less likely to continuously adopt CSATs. Policy-related recommendations were proposed to encourage farmers to adopt CSATs in the region. They included: (i) raising public awareness on CSATs through provision of high-quality information and training; (ii) enhancing technical assistance through the agricultural extension staff to all farmers, especially women; (iii) considering local context and smallholder farmer socioeconomic factors when developing climate-smart actions and programs.

越南最近推出了一项促进气候智能型农业技术的政策,以提高农民对气候变化的抵御能力和适应能力。本研究试图确定影响小农采用和继续采用csat的因素。该研究调查了越南中北部河静省My Loi村的215名农民,该地区自2014年以来一直采用和实施csat。采用Logistic回归模型和普通最小二乘回归模型对数据进行分析。结果表明,参加csat培训、有一个农民同伴作为信息来源、水稻种植、农业经验和种植的作物数量显著影响了csat的采用。相比之下,家庭中更多的工人和农业组织成员对农民采用csat产生了负面影响。培训、农业推广官员的支持、农民向上流动、农场所有权和种植的作物数量促进了csat的持续采用。与此同时,男性工人较多的家庭不太可能继续采用csat。提出了与政策有关的建议,以鼓励该地区的农民采用csat。这些措施包括:(i)通过提供高质量的信息和培训,提高公众对高考的认识;通过向所有农民,特别是妇女提供农业推广工作人员加强技术援助;(三)在制定气候智慧型行动和计划时考虑当地情况和小农的社会经济因素。
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引用次数: 1
Measuring and understanding regional inequality through the lens of the Indonesian experience: 通过印度尼西亚的经验来衡量和理解地区不平等:
IF 1.4 Q2 ECONOMICS Pub Date : 2023-05-02 DOI: 10.1007/s41685-023-00295-6
Carlos Mendez

This article reviews the book by Akita and Kataoka (Regional inequality and development: Measurement and applications in Indonesia, 2022). The book first provides an overview of various measurement methods of regional inequality. Next, it presents four case studies that deepen our understanding of regional inequality in the context of the development challenges of Indonesia: decentralization, premature deindustrialization, financial crisis, low labor productivity, among others. Overall, this book provides an excellent introduction and application of inequality decomposition methods in the context of regional disparities and structural change.

本文回顾了秋田和片冈的著作(区域不平等与发展:印度尼西亚的测量和应用,2022)。这本书首先提供了区域不平等的各种测量方法的概述。接下来,它提出了四个案例研究,加深了我们对印度尼西亚发展挑战背景下的区域不平等的理解:权力下放、过早去工业化、金融危机、低劳动生产率等。总的来说,这本书提供了一个很好的介绍和应用不平等分解方法在区域差异和结构变化的背景下。
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引用次数: 0
Modeling the effects of climate change on agricultural productivity: evidence from Himachal Pradesh, India 气候变化对农业生产力影响的建模:来自印度喜马偕尔邦的证据
IF 1.4 Q2 ECONOMICS Pub Date : 2023-04-18 DOI: 10.1007/s41685-023-00291-w
Sanjeev Kumar, Ajay K. Singh

This study examined the impact of climate change on yield, production and cropped areas of rice, wheat, gram and maize in Himachal Pradesh (Province), India, from 1970 to 2019 using the Cobb–Douglas production function approach (CDPFA). Euler’s theorem and marginal impact analytical technique (MIAT) were applied to determine the nature and degree of homogeneity and projected values of the selected crop yields, production and cropped areas. The results revealed that climate change significantly affects the yield, production and cropped areas of Himachal Pradesh. However, the impact of climatic factors significantly varied according to the crops. Based on Euler’s theorem, the findings revealed a decreasing return to scale for these crops’ yield, production and cropped area function. The projected estimates showed that rice, wheat and gram production and yields are expected to decline significantly by the 2040s, 2060s, 2080s and 2100s. The projected cropped area of rice and wheat may increase by the 2040s, 2060s and 2080s due to climate change, but after that, the state may experience a declining trend in both crops. On the other hand, the projected cropped areas of maize have shown an upward trend over the years. In conclusion, agricultural production in the state is at an alarming stage due to climate change and requires significant policy intervention. Farmers should use appropriate agricultural technologies, mixed cropping patterns, advanced irrigation facilities and crop insurance policies to reduce the negative consequences of climate change in the agricultural sector of Himachal Pradesh.

本研究利用柯布-道格拉斯生产函数法(CDPFA)研究了1970年至2019年气候变化对印度喜马偕尔邦水稻、小麦、克和玉米产量、产量和种植面积的影响。应用欧拉定理和边际影响分析技术(MIAT)确定所选作物产量、产量和种植面积的同质性性质和程度以及预测值。结果表明,气候变化显著影响喜马偕尔邦的产量、产量和种植面积。然而,气候因素的影响因作物而异。根据欧拉定理,研究结果揭示了这些作物的产量、产量和种植面积函数的规模收益递减。预测估计显示,到本世纪40年代、60年代、80年代和21世纪初,水稻、小麦和克的产量和产量预计将大幅下降。由于气候变化,预计到2040年代、60年代和80年代,水稻和小麦的种植面积可能会增加,但此后,两种作物的种植面积可能会出现下降趋势。另一方面,预测的玉米种植面积多年来呈上升趋势。总之,由于气候变化,该州的农业生产处于令人担忧的阶段,需要重大的政策干预。农民应该使用适当的农业技术、混合种植模式、先进的灌溉设施和作物保险政策,以减少气候变化对喜马偕尔邦农业部门的负面影响。
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引用次数: 1
Spatial heterogeneity of marginal willingness to pay for air quality in PM2.5: analysis of buyers’ housing price in Beijing through hedonic price, spatial regression, and quantile regression models PM2.5中空气质量边际支付意愿的空间异质性——基于特征价格、空间回归和分位数回归模型的北京购房者房价分析
IF 1.4 Q2 ECONOMICS Pub Date : 2023-04-17 DOI: 10.1007/s41685-023-00290-x
Chao Zhang, Mimi Xiong, Xuehui Wei, Zongmin Lan

Valuing air quality can help governments better evaluate the economic benefits of policies related to air pollution. However, many studies ignore heterogeneity and spatial effects within cities, which may render the results inaccurate. To fill these gaps, this study attempted to examine individuals’ marginal willingness to pay (MWTP) for air quality across locations and buyers in Beijing by utilizing hedonic price, spatial regression and quantile regression models. The results showed: (1) a concentration of PM2.5 is significantly negatively correlated with housing prices. Specifically, the value of the MWTP for a 1% improvement in PM2.5 is US$327, and this figure is US$177 after considering the spatial effects. (2) The MWTP for air quality is heterogeneous across locations. MWTP for air quality is lower the farther away the location is from the central business district (CBD) and the nearest employment center, the lower the MWTP for air quality. (3) Buyers of high-priced housing display a higher MWTP for air quality. These findings show that developing countries facing environmental issues should re-examine the traditional development model of “sacrificing the environment for economic growth” and develop a sustainable model. Moreover, further joining of air pollution control and a differential, location-specific scheme coupled with an individual-specific scheme for developing new communities is necessary.

评估空气质量可以帮助政府更好地评估与空气污染有关的政策的经济效益。然而,许多研究忽略了城市内部的异质性和空间效应,这可能导致研究结果不准确。为了填补这些空白,本研究试图利用享乐价格、空间回归和分位数回归模型,考察北京市不同地点和购买者的个人对空气质量的边际支付意愿(MWTP)。结果表明:(1)PM2.5浓度与房价呈显著负相关。具体来说,PM2.5每改善1%,MWTP的价值是327美元,考虑到空间效应,这个数字是177美元。(2)不同地点的空气质量MWTP具有异质性。距离中央商务区(CBD)和最近的就业中心越远的地点,空气质量的MWTP越低。(3)高价住宅购买者对空气质量的MWTP更高。这些发现表明,面临环境问题的发展中国家应该重新审视“牺牲环境换取经济增长”的传统发展模式,并发展可持续发展模式。此外,有必要进一步将空气污染管制和一项具体地点的差别计划与发展新社区的具体个人计划结合起来。
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引用次数: 0
Development of a near-infrared band derived water indices algorithm for rapid flash flood inundation mapping from sentinel-2 remote sensing datasets 基于哨兵2号遥感数据的快速山洪淹没制图近红外波段水指数算法的开发
IF 1.4 Q2 ECONOMICS Pub Date : 2023-04-16 DOI: 10.1007/s41685-023-00288-5
Md. Monirul Islam, Tofael Ahamed

Rapid satellite-based flash flood inundation mapping and the delivery of flash flood inundation maps during a flash flood event for wetland communities can provide valuable information for decision-makers to put relief measures and emergency responses in place without delay. With remote sensing techniques, flash flood mapping of large areas, basically wetlands, can be done quickly with a high level of precision through different water indices. This study developed an algorithm for rapid flash flood inundation mapping for crisis management through the demarcation of the most flash flood-inundated areas in the Haor Basin (wetlands) of Bangladesh by utilizing high-resolution Sentinel-2 remotely sensed data. The algorithm applied here involves near-infrared (NIR) spectral band-derived indices, namely, a normalized difference vegetation index (NDVI) and normalized difference water index (NDWI) to develop a rapid flash flood water detection technique integrating three year (2017–2019) datasets before and after flash floods. A simple threshold method was created to cluster the data and identify the flash flood pixels in the imagery using a density slicing technique followed by natural break analysis. Calculations were then made to estimate the flash flood (inundated), mixed pixels and non-inundated pixels for each year and three combinations. NDVI and NDWI, as well as their combinations (NDVI-NDWI), were remarkably effective for extracting inundation, non-inundation and mixed pixels. Additionally, highly consistent results were obtained for all inundation classes in the studied areas, confirming that NIR-derived indices can effectively detect water pixels. However, a higher inundation pixel value was observed in the Tahirpur Subdistrict compared with the other two study areas (Gowainghat and Kulaura). The developed NIR band-derived water indices algorithm produced more than 80.0% accuracy to detect water-related pixels when verified with ground reference points. As shown by these results, the developed NIR band-derived water indices were capable of effectively detecting flash flood water turbidity in wetland areas. Therefore, these NIR band-derived water indices can be applied for rapid flash flood inundation mapping just after a flash flood occurrence for immediate decisions to support affected farmers.

基于卫星的快速山洪淹没地图绘制和在山洪暴发期间为湿地社区提供山洪淹没地图,可以为决策者提供宝贵的信息,以便立即采取救济措施和应急响应。利用遥感技术,可以通过不同的水指数快速、高精度地绘制大面积(主要是湿地)的山洪图。本研究利用高分辨率Sentinel-2遥感数据,通过划定孟加拉国Haor盆地(湿地)最容易遭受山洪淹没的地区,开发了一种用于危机管理的快速山洪淹没制图算法。本文采用近红外(NIR)光谱波段衍生指数,即归一化植被指数(NDVI)和归一化水差指数(NDWI),综合山洪前后3年(2017-2019)数据集,建立山洪水快速检测技术。利用密度切片技术和自然断裂分析,建立了一种简单的阈值方法对数据进行聚类,并识别图像中的山洪像素。然后进行计算,估计每年的山洪(淹没),混合像素和未淹没像素以及三种组合。NDVI和NDWI及其组合(NDVI-NDWI)对提取淹没像元、非淹没像元和混合像元具有显著的效果。此外,在研究区域的所有淹没等级中获得了高度一致的结果,证实了nir衍生指数可以有效地检测水像元。然而,与其他两个研究区(Gowainghat和Kulaura)相比,Tahirpur街道的淹没像元值更高。在与地面参考点验证后,开发的近红外波段衍生水指数算法在检测与水相关的像元方面的准确率超过80.0%。结果表明,所建立的近红外波段水指数能够有效检测湿地地区山洪水浊度。因此,这些近红外波段衍生的水指数可以在山洪暴发发生后用于快速绘制山洪淹没图,以便立即做出决策,支持受影响的农民。
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引用次数: 3
期刊
Asia-Pacific Journal of Regional Science
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