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Impact of Climate Change on Coral reef and Marine Life of the Lakshadweep – A Short Review 气候变化对拉克沙群岛珊瑚礁和海洋生物的影响
IF 0.6 Pub Date : 2023-09-01 DOI: 10.3233/jcc230019
Desickanta Rajkumar, Dipanwita Das, Sayantika Mukherjee, Amrita Saha
Lakshadweep, a group of islands with one of the least studied coral atolls enclosing lagoons, submerged reefs and banks situated in the Arabian Sea, is now vulnerable due to rapid erosion, turbulent seas and rising ocean temperatures by climate change. Moreover, rising global sea levels have gradually become a critical threat that is going to impact small islands in the upcoming years. This study depicts the present status of the coral reef and the marine life of the Lakshadweep and how climate change might pose a major threat to the islands in the near future.
Lakshadweep是一组岛屿,它是被研究最少的珊瑚环礁之一,环绕着泻湖、水下珊瑚礁和河岸,位于阿拉伯海。由于气候变化导致的快速侵蚀、汹涌的海洋和海洋温度上升,它现在很脆弱。此外,全球海平面上升已逐渐成为一个严重威胁,将在未来几年影响小岛屿。这项研究描述了拉克沙群岛珊瑚礁和海洋生物的现状,以及气候变化如何在不久的将来对这些岛屿构成重大威胁。
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引用次数: 0
Climate Change and Ecologically Vulnerable Farming in Punjab: Some Highlights 气候变化与旁遮普生态脆弱农业:一些亮点
IF 0.6 Pub Date : 2023-09-01 DOI: 10.3233/jcc230021
Jasvir Singh, Shivjeet Kaur
The economic and technological growth in the last quarter of the 20th century and the beginning of the 21st century resulted in a drastic change in the climate (extreme weather conditions for the sustainability of human life on the earth). The updated report of CoP-25 (meeting of Parties), which was held on 3rd December 2019 in Madrid (Spain) used the term “climate emergency” instead of “climate change”. It was a warning for all the developing and developed countries, which depended heavily upon agriculture. The present study highlights some of the global climatic issues which affected the anthropological development in Punjab. This state has been regarded as the backbone of the Indian economy and is also known as the food basket of India. The cropping pattern is changing from diversification to specialisation. The farmers of the Punjab region focus only on rice-wheat cropping patterns. The major factors of resource depletion, particularly in Punjab, are land and water. The problem of food security and environmental degradation is increasing day by day.
20世纪最后25年和21世纪初的经济和技术增长导致了气候的急剧变化(极端天气条件对地球上人类生命的可持续性)。2019年12月3日在马德里(西班牙)举行的cop25(缔约方会议)更新报告使用了“气候紧急情况”一词,而不是“气候变化”。这对所有严重依赖农业的发展中国家和发达国家都是一个警告。本研究强调了影响旁遮普人类学发展的一些全球气候问题。该邦一直被视为印度经济的支柱,也被称为印度的粮仓。种植模式正在从多样化向专业化转变。旁遮普地区的农民只关注水稻-小麦的种植模式。资源枯竭的主要因素,特别是在旁遮普,是土地和水。粮食安全和环境退化问题日益严重。
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引用次数: 0
Corpus-Assisted Frame Analysis of Climate Change Editorials in Indian English Language Newspapers 印度英语报纸气候变化社论的语料库辅助框架分析
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230015
Lakshmi G. Reghunath, Shahila Zafar
Media reporting of climate change has long influenced public perception of the issue. The present study attempts to understand the media presentation of climate change in India by investigating the framing of climate change discourses in 30 editorials of prominent Indian English newspapers, The Times of India, The Indian Express, and The Hindu, with the help of corpus-assisted frame analysis using Sketch Engine software. The study utilised corpus techniques, like keyword and concordance analysis, along with open coding, to extract common “frames” that figure prominently in the selected newspapers. The results revealed that four major frames were employed by the newspapers: climate change as a worrisome reality that requires immediate attention; climate compensation and mitigation funds as contentious issues that require deliberation between developed and developing nations; India as an active participant in mitigation efforts; and climate crisis as a geopolitical issue that requires cooperation across the board. The analysis resulted in the conclusion that these newspapers displayed little climate scepticism, was sensitive to the economics of mitigative action, and were interested in India’s role in the conversations regarding climate change on the global stage.
媒体对气候变化的报道长期以来一直影响着公众对这个问题的看法。本研究借助Sketch Engine软件的语料库辅助框架分析,通过调查印度著名英文报纸《印度时报》、《印度快报》和《印度教徒报》的30篇社论中气候变化话语的框架,试图了解印度气候变化的媒体呈现。该研究使用了语料库技术,如关键词和一致性分析,以及开放编码,以提取在选定的报纸中突出的共同“框架”。结果显示,报纸采用了四个主要框架:气候变化是一个令人担忧的现实,需要立即关注;气候补偿和缓解基金是有争议的问题,需要发达国家和发展中国家进行审议;印度作为缓解努力的积极参与者;气候危机是一个地缘政治问题,需要全面合作。分析得出的结论是,这些报纸几乎没有表现出气候怀疑主义,对减缓行动的经济学很敏感,对印度在全球舞台上关于气候变化的对话中所扮演的角色很感兴趣。
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引用次数: 0
A Climate Change Study: Downscaling of Climatic Parameters and Their Assessment Over East Rathong Glacier of Eastern Himalayan Region 喜马拉雅东部地区东拉通冰川气候参数降尺度及其评价
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230010
Anubha Aggarwal, S. Anbukumar, A. Mandal
In this study monthly Temperature Lapse Rates and basic downscaling technique of subtracting means are used to construct temperature (T) series over East Rathong glacier by using multiple data sets from Automatic Weather Stations (AWS) at Himalayan Mountaineering Institute (HMI), Gangtok Indian Meteorological Department (IMD), Yuksum and ERA5reanalysis data. Precipitation (P) over glacier is estimated using Gangtok IMD data and downscaled ERA5 data. The P data is downscaled using local scaling factor method. Change in volume of 0.180 km3 (from 1962 to 2020) estimated using satellite data are used to construct Mass Balance (MB) series for the glacier. It is observed that the glacier is losing its mass with increasing T, Aerosol Optical Depth (AOD) (from 0.1 in 1980 to 0.2 in 2020), and increasing Pmainly during June-July-August months when temperatures are already high. This study is important as it used multiple data sets along with field data extracted from the literature to study climatic impacts on East Rathong glacier. Data generated from this study may be used in mass balance projection of the glaciers in the absence of field data.
本文利用喜马拉雅登山研究所(HMI)自动气象站(AWS)、Gangtok印度气象局(IMD)、Yuksum和era5再分析数据,利用月温度递减率和减均值的基本降尺度技术,构建了东拉通冰川的温度(T)序列。利用Gangtok IMD数据和缩小后的ERA5数据估算冰川降水(P)。采用局部比例因子法对P数据进行降尺度处理。利用卫星资料估算的0.180 km3(1962 - 2020)体积变化,构建了冰川的质量平衡(MB)序列。观测结果表明,冰川质量随T、气溶胶光学深度(AOD)(从1980年的0.1增加到2020年的0.2)和p的增加而减少,主要发生在气温较高的6 - 7 - 8月。这项研究非常重要,因为它使用了多个数据集以及从文献中提取的实地数据来研究气候对东拉通冰川的影响。在缺乏实地资料的情况下,本研究产生的数据可用于冰川的质量平衡预测。
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引用次数: 0
Study of Palaeoclimate Reconstruction Using Sediments and Micropaleontology in the Karankadu Estuary, Ramanathapuram District, Tamil Nadu, India 印度泰米尔纳德邦Ramanathapuram地区Karankadu河口沉积物和微古生物重建古气候研究
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230012
T. Kongeswaran, R. Muthuramalingam, K. Sivakumar, S. Venkatramanan, A. Muruganantham, S. Bangaru Priyanga, S. Chandramohan
The study of sedimentary characteristics and paleontology is very useful in assessing the past environment of a study area. The Karankadu estuary study area is considered to be one of the most ecologically diverse in the Ramanathapuram district of southern India. The sedimentological and recent foraminiferal assemblages were studied using a drill core from the estuary. Foraminifera analyses, grain size analyses, heavy mineral analyses and XRD maps were prepared for the present study. A total of 30 species were identified from the following suborders: Rotalina, Lagenina, Mollusca, Miliolina, and Textularina. Grain size analysis identified the substrate as mostly silty clay. Heavy mineral analysis identified 90% of light minerals and 10% of heavy minerals. In XRD analysis, quartz and feldspar appeared as major minerals and garnet, zircon, hypersthene, magnetite and ilmenite as minor minerals. The present study shows that the environment is more diverse due to its quiet character and less responsive to hazardous events such as floods and waves.
沉积特征和古生物学的研究对于评价研究区过去的环境是非常有用的。Karankadu河口研究区被认为是印度南部Ramanathapuram地区最具生态多样性的地区之一。用钻孔岩心对河口沉积学和新近有孔虫组合进行了研究。为本研究准备了有孔虫分析、粒度分析、重矿物分析和XRD图。共鉴定出轮足亚目、软足亚目、软体亚目、千足亚目和草足亚目30种。粒度分析表明基质主要为粉质粘土。重矿物分析鉴定出90%的轻矿物和10%的重矿物。XRD分析显示,石英和长石为主要矿物,石榴石、锆石、超长石、磁铁矿和钛铁矿为次要矿物。目前的研究表明,由于其安静的特征和对洪水和海浪等危险事件的反应较弱,环境更加多样化。
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引用次数: 0
Evaluating the Performance of CMIP6 GCMs to Simulate Precipitation and Temperature Over the Vietnamese Mekong Delta CMIP6 GCMs模拟越南湄公河三角洲降水和温度的性能评价
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230013
Tran Van Ty, Le Hai Tri, Nguyen Van Tho, Nguyen Van Toan, Giap Minh Nhat, N. Downes, Pankaj Kumar, Huỳnh Vương Thu Minh
This study evaluates the performance of simulated precipitation and maximum and minimum temperatures in the historical runs of the Climate Model Intercomparison Project Phase 6 (CMIP6) for the Vietnamese Mekong Delta (VMD). The precipitation, as well as maximum and minimum temperatures outputs from 16 general circulation models (GCMs), were compared with observations from 12 stations for the period 1980–2014, using a set of statistical metrics, namely, normalised root mean square error (NRMSE), percentage of bias (PBIAS), Nash–Sutcliffe efficiency (NSE), coefficient of determination (R2), and volumetric efficiency (VE). Finally, ranking (total score - TS) was carried out and the probability distribution function (PDF) and Taylor diagram were used to confirm rankings. The results show that different statistical indicators reveal variation ranking order of the 16 GCMs. Based on RS ranking, it is indicated that each simulation GCM performed differently under the different metrics and no single model performed best for all metrics. The top five highest ranked GCMs based on TS were HadGEM3-GC31-LL, ACCESS-CM2, CanESM5, NESM3 and CanESM5-CanOE for precipitation; and CNRM-CM6-1, CNRM-ESM2-1, GFDL-ESM4, NESM3 and INM-CM5-0 for the maximum; and CNRM-CM6-1, CNRM-ESM2-1, GFDL-ESM4, NESM3 and INM-CM5-0 for minimum temperatures, respectively. We also observed an underestimation of precipitation and an overestimation of temperature over the study area. The TS method demonstrates efficiency to aggregate the multi-model ensemble GCMs based on different statistical indicators which were sometimes contradictory. The findings from this study provide useful guidance in the selection of GCMs for climate change applications in the VMD.
本研究评估了越南湄公河三角洲(VMD)气候模式比较项目第6阶段(CMIP6)历史运行中模拟降水和最高、最低温度的表现。利用归一化均方根误差(NRMSE)、偏倚百分比(PBIAS)、纳什-萨特克利夫效率(NSE)、决定系数(R2)和体积效率(VE)等统计指标,将16个环流模式(GCMs)的降水以及最高和最低气温输出与12个站点1980-2014年的观测结果进行了比较。最后进行排名(总分- TS),并采用概率分布函数(PDF)和泰勒图确定排名。结果表明,不同的统计指标揭示了16种gcm的变化排序。基于RS排序,表明每种模拟GCM在不同指标下表现不同,没有单一模型在所有指标下表现最好。基于TS的前5位GCMs分别为HadGEM3-GC31-LL、ACCESS-CM2、CanESM5、NESM3和CanESM5- canoe;CNRM-CM6-1、CNRM-ESM2-1、GFDL-ESM4、NESM3和INM-CM5-0最大;CNRM-CM6-1、CNRM-ESM2-1、GFDL-ESM4、NESM3和INM-CM5-0的最低温度。我们还观察到在研究区域降水的低估和温度的高估。TS方法对基于不同统计指标的多模式集合gcm进行了有效的聚合,这些统计指标有时是相互矛盾的。本研究的结果为选择适合气候变化应用的gcm提供了有益的指导。
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引用次数: 0
Consequence of Climate Change on Biodiversity and Biome of Antarctica - A Short Review 气候变化对南极洲生物多样性和生物群系的影响
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230011
Shaheen Manna, Dipanwita Das, A. Saha, Sayantika Mukherjee
In specific areas of the Arctic and Antarctic regions, air temperatures are expanding at rates more than two times the international average; additionally, there are other direct human impacts on polar regions. A quick change in climate impacting the polar regions will similarly have huge physical and biological consequences for the last existing parts of the planet since the ice-engulfed Arctic Ocean, the Antarctic landform, and the worldwide eminent Antarctic Circumpolar Current (ACC) serve a basic job in managing the Earth’s current circumstance and ocean systems. Polar biodiversity is presently responding to this rapid climate change and more massive impacts will happen in this era. Intensifying the danger to polar biodiversity is the certainty that numerous polar environments have restricted functional redundancy; in case of the disappearance of a solitary keystone species, they may possibly be exposed to descending impacts and complete biological system rebuilding. This study focussed on the contributing factors of ecological change, the effects of natural change on the Antarctic environment, next to the effects of environmental change on the types of Antarctic biodiversity. The most rapidly changing biological agenda on our planet are arranged in the polar regions. This issue is picked to research the effects of natural change on a particular region’s biodiversity.
在北极和南极地区的特定地区,气温的上升速度是国际平均水平的两倍以上;此外,人类对极地地区还有其他直接影响。影响极地地区的快速气候变化同样会对地球上最后存在的部分产生巨大的物理和生物后果,因为被冰吞没的北冰洋、南极地貌和举世闻名的南极环极流(ACC)在管理地球当前环境和海洋系统方面发挥了基本作用。极地生物多样性目前正在对这种快速的气候变化做出反应,在这个时代将发生更大规模的影响。许多极地环境限制了功能冗余,这无疑加剧了对极地生物多样性的危险;如果一个单独的关键物种消失,它们可能会受到下降的影响和完整的生物系统重建。本研究的重点是生态变化的影响因素,自然变化对南极环境的影响,其次是环境变化对南极生物多样性类型的影响。地球上变化最快的生物议程安排在极地地区。这个问题被选来研究自然变化对特定地区生物多样性的影响。
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引用次数: 0
Unraveling the Relationship Between Stubble Burning and Air Quality Degradation in Punjab: A Temporal and Spatial Analysis (2019-2022) 旁遮普残茬燃烧与空气质量恶化关系的时空分析(2019-2022)
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230014
Bhavneet Gulati, Raghuveerv Sharma, S. Kanga, S. Singh, Bhartendu Sajan, Gowhar Meraj, Pankaj Kumar, AL. Ramanathan
Stubble burning in Punjab, India, poses significant environmental challenges, particularly impacting air quality. This study aims to examine the spatial and temporal patterns of stubble burning events and their potential effect on ambient air quality from 2019 to 2022. High-resolution Sentinel-2 satellite imagery was employed to delineate the spatial extent of stubble burning. Burnt areas were identified using the Normalised Burn Ratio (NBR). Air quality was evaluated based on PM2.5 and PM10 concentrations data obtained from the Punjab Pollution Control Board. The Inverse Distance Weighting (IDW) interpolation technique was used to estimate pollution values in areas lacking direct monitoring. The study revealed significant year-to-year variations in areas affected by stubble burning. The smallest burnt areas were recorded in October 2019 and 2021 (209 sq km), while the largest was in 2020 (755.38 sq km). In every year studied, the burnt area in November consistently exceeded that in October, with the largest area (10315 sq km) observed in 2021. PM2.5 and PM10 concentrations also showed annual fluctuations, with the highest recorded in 2020 and 2021. In particular, in October 2020, higher PM2.5 and PM10 levels were detected in the eastern region of Punjab. November consistently exhibited higher PM2.5 and PM10 concentrations than October for all years analysed, peaking in 2021. The spatial and temporal variations of stubble burning events and their relationship with air quality highlight the need for targeted interventions. Understanding these patterns is crucial for mitigating the adverse effects of stubble burning on air quality in Punjab, India. Future research should focus on evaluating the effectiveness of various mitigation strategies.
在印度旁遮普省,秸秆焚烧对环境造成了严重的挑战,尤其是对空气质量的影响。本研究旨在研究2019 - 2022年秸秆焚烧事件的时空格局及其对环境空气质量的潜在影响。采用高分辨率Sentinel-2卫星图像来描绘残茬燃烧的空间范围。使用归一化燃烧比(NBR)确定烧伤区域。空气质量是根据旁遮普污染控制委员会获得的PM2.5和PM10浓度数据进行评估的。在缺乏直接监测的地区,采用逆距离加权插值法估算污染值。该研究揭示了受残茬焚烧影响的地区每年的显著变化。燃烧面积最小的是2019年10月和2021年(209平方公里),而最大的是2020年(755.38平方公里)。在每一年的研究中,11月的燃烧面积都持续超过10月,其中2021年的面积最大(10315平方公里)。PM2.5和PM10浓度也呈现年度波动,最高记录是在2020年和2021年。特别是在2020年10月,旁遮普邦东部地区检测到更高的PM2.5和PM10水平。在分析的所有年份中,11月的PM2.5和PM10浓度一直高于10月,并在2021年达到峰值。残茬燃烧事件的时空变化及其与空气质量的关系突出了有针对性干预措施的必要性。了解这些模式对于减轻焚烧残茬对印度旁遮普空气质量的不利影响至关重要。未来的研究应侧重于评估各种缓解战略的有效性。
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引用次数: 1
Evaluation of Fungal Diversity in High Altitude Soils in Different Temperature Conditions 不同温度条件下高海拔土壤真菌多样性评价
IF 0.6 Pub Date : 2023-06-17 DOI: 10.3233/jcc230016
Santosh Kumar, Rohit Das, P. Sharma, Sonia Tamang, R. Ranjan, Nagendra Thakur
Hot springs are like nature’s spas, which include warm and humid aquatic habitats that serve as a sanctuary for a diverse range of microorganisms, including bacteria, archaea, viruses, and eukaryotes fungi. Among these, fungi are one of the most important microorganisms, carrying out essential functions that often go unnoticed but are crucial in accelerating biological processes. These organisms have adapted to survive under a wide range of thermal conditions. While thermophilic fungi can withstand the scorching heat of deserts and hyper-saline conditions, other variants like mesophilic and psychrophilic fungi prefer more moderate and colder temperatures, respectively. The study employs shotgun metagenomic sequencing to obtain a fine-grained taxonomic classification of lesser-known species and microbial eukaryotes. This study aims to explore the relationship between fungal diversity and temperature in three distinct thermal zones; thermophilic (hot spring), mesophilic (plain field), and psychrophilic (semi-frigid zone) zones. The findings of our study demonstrated that there is a notable and positive association between the diversity of fungi and temperature, suggesting that temperature is a key factor in moulding fungal communities. However, it is important to note that further research is necessary to elucidate the underlying causal mechanisms of this relationship. Overall, our study adds to the knowledge of how environmental factors influence microbial diversity and can aid in the development of strategies for the conservation and management of fungal communities. Fungi are essential for many industrial applications, and their role in causing illnesses is also significant, making this research valuable for both scientific and practical purposes.
温泉就像大自然的温泉浴场,其中包括温暖潮湿的水生栖息地,作为各种微生物的避难所,包括细菌,古生菌,病毒和真核生物真菌。其中,真菌是最重要的微生物之一,执行的基本功能往往被忽视,但在加速生物过程中至关重要。这些生物已经适应了在各种热条件下生存。虽然嗜热真菌可以承受沙漠和高盐环境的酷热,但其他变种,如中温真菌和嗜冷真菌,分别喜欢更温和和更冷的温度。该研究采用散弹枪宏基因组测序来获得鲜为人知的物种和微生物真核生物的细粒度分类。本研究旨在探讨三个不同热区真菌多样性与温度的关系;嗜热(温泉),中温(平原)和嗜冷(半寒带)地区。我们的研究结果表明,真菌多样性与温度之间存在显著的正相关关系,表明温度是塑造真菌群落的关键因素。然而,值得注意的是,需要进一步的研究来阐明这种关系的潜在因果机制。总的来说,我们的研究增加了环境因素如何影响微生物多样性的知识,并有助于制定真菌群落保护和管理策略。真菌在许多工业应用中都是必不可少的,它们在引起疾病方面的作用也很重要,这使得这项研究在科学和实际目的上都很有价值。
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引用次数: 0
Impact of Climate Change-Induced Rainfall on the Agriculture Pattern of Goa – A Geographical Perspective 气候变化对果阿邦农业格局的影响——地理视角
IF 0.6 Pub Date : 2023-03-13 DOI: 10.3233/jcc230002
P. R. Morakar, C. Hiremath, D. M. Jakati
“Climate change poses a roadblock. The number of droughts increasing year after year. Climate change is not only affecting farmers, government officials, politicians, and lawmakers but also every citizen of the country. Many famous academicians are also opining that the recent onion and tomato crisis is an example of the challenge from climatic change”. Goa is a tiny emerald land situated well on the west coast of India. Apart from Mining, Tourism, and Fishing, Agriculture is one of the major occupations; it plays a crucial role in the economy of the State. The above-said occupations provided the main livelihood to rural, urban, and coastal populations. According to FAO (2018), the share of the agricultural population in the study area is less than 32% among the working population and accounts for just 16% of the GDP. The statistical data for the agricultural scenario in Goa is indicating that traditional agriculture is declining concerning the area as well as production. Though agriculture is the backbone of the State’s economy, which provides a source of livelihood to the majority of Goan people, it is now rapidly declining due to physical as well as cultural factors. Researchers clearly say that, global warming is also one such factor, which is responsible for the reduction in agricultural pursuits. The present study discusses the trends, growth, and impact of global warming and climate change on agriculture patterns in Goa. Farmers, academicians, scientists, and politicians of the State think that there is an impact of climate change and global warming on Goan agriculture. The study further revealed that there is a reduction in area under staple crops, and most significantly yield/productivity is also declining (Economic Survey, 2020-21). Given global warming and climate change, coastal plains are exhibiting various problems like floods and landslides. Government officials have already revealed that the land-use pattern has already taken place in the study area, and a lot of damage has taken place concerning forests and mangroves. These are the main concern for our study to know the agricultural activities in Goa are largely impacted by global warming and climatic changes. Hence, all the hypotheses quoted tested positive.
“气候变化是一个障碍。干旱的次数逐年增加。气候变化不仅影响着农民、政府官员、政治家和立法者,而且影响着这个国家的每一个公民。许多著名学者也认为,最近的洋葱和番茄危机是气候变化挑战的一个例子。果阿邦是位于印度西海岸的一块翡翠般的小土地。除了采矿、旅游和渔业,农业是主要的职业之一;它在国家经济中起着至关重要的作用。上述职业为农村、城市和沿海人口提供了主要生计。根据粮农组织(2018年)的数据,研究区域的农业人口在劳动人口中所占比例不到32%,仅占GDP的16%。果阿邦农业情景的统计数据表明,传统农业在面积和产量方面都在下降。虽然农业是国家经济的支柱,为大多数果阿人提供了生计来源,但由于自然和文化因素,它现在正在迅速衰落。研究人员明确表示,全球变暖也是其中一个因素,它导致了农业活动的减少。本研究讨论了全球变暖和气候变化对果阿邦农业模式的趋势、增长和影响。该邦的农民、学者、科学家和政治家认为,气候变化和全球变暖对果阿邦的农业产生了影响。该研究进一步表明,主要作物种植面积减少,最显著的是产量/生产力也在下降(经济调查,2020-21)。由于全球变暖和气候变化,沿海平原正在出现洪水和山体滑坡等各种问题。政府官员已经透露,研究区域的土地利用模式已经发生,森林和红树林已经受到了很大的破坏。这些是我们研究的主要关注点,以了解果阿邦的农业活动在很大程度上受到全球变暖和气候变化的影响。因此,所有引用的假设都被证明是积极的。
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引用次数: 0
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Journal of Climate Change
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