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Change detection (1985-2020): Projections on land-use land cover, carbon storage, sequestration, and valuation in Southwestern Gambia 变化探测(1985-2020):冈比亚西南部土地利用、土地覆盖、碳储存、固存和价值预测
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/23311843.2021.1875556
Nfamara K. Dampha
ABSTRACT This study assesses land-use/land cover (LULC) change in the southwestern region of The Gambia, using remotely sensed satellite imagery. Using a geographic information system (GIS) software, I conducted a pixel-based supervised LULC classification applying the Random Forest Algorithm. I further used the classified LULC maps as part of the input parameters required to run the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) Carbon Storage and Sequestration model. This study attributes the critical drivers of LULC change to deforestation, urbanization, industrial expansion, real estate development, climate change impacts, timber extraction, migration, and population density. Some of the factors are necessary for economic growth but not suitable for sustainable growth or development. The analysis reveals a forest cover loss of 22,408 ha (18% decrease) from 1985 to 2020 in the study area. The deforestation and other LULC changes between 2003 and 2020 have contributed to 21,824 metric tons of carbon emissions. The carbon loss is equivalent to an economic value ranging from US$521,526 to US$6,899,830. The study also presents three LULC projection (2020–2050) scenarios, namely, a business-as-usual (BAU), a new capital city (NCC) development, and a sustainability (SUST) pathway. Consideration of the study recommendations will minimize deforestation, increase carbon sequestration rate, support climate change mitigation, and provide adaptation co-benefits (e.g. urban flood mitigation).
本研究利用遥感卫星图像评估了冈比亚西南部地区土地利用/土地覆盖(LULC)的变化。利用地理信息系统(GIS)软件,应用随机森林算法进行了基于像素的监督式LULC分类。我进一步使用分类的LULC地图作为运行生态系统服务和权衡综合评估(InVEST)碳储存和封存模型所需的输入参数的一部分。研究认为,森林砍伐、城市化、工业扩张、房地产开发、气候变化影响、木材开采、移民和人口密度是影响土地利用价值变化的关键因素。有些因素是经济增长所必需的,但不适合可持续增长或发展。分析显示,从1985年到2020年,研究地区的森林覆盖面积减少了22,408公顷(减少18%)。2003年至2020年间,森林砍伐和其他LULC变化造成了21,824公吨的碳排放。碳损失相当于521,526美元至6,899,830美元的经济价值。该研究还提出了三种LULC预测(2020-2050)情景,即照常经营(BAU)、新首都(NCC)发展和可持续发展(SUST)途径。审议研究报告的建议将最大限度地减少森林砍伐,提高碳固存率,支持减缓气候变化,并提供适应的共同效益(例如,减缓城市洪水)。
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引用次数: 6
Scoring environment pillar in environmental, social, and governance (ESG) assessment 环境、社会和治理(ESG)评估中的环境评分支柱
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1960097
S. Senadheera, Piumi Amasha Withana, P. D. Dissanayake, B. Sarkar, S. S. Chopra, J. Rhee, Y. Ok
ABSTRACT With technological advancements, many interconnected environmental issues have been worsening, including soil, water, and air pollution, climate change, loss of biodiversity, and over-exploitation of natural resources. With the inception of the term “sustainable development”, many market participants, including institutional and private investors, want to consider environmental sustainability in their investment decisions. However, until the upsurge of Environmental, Social, and Governance (ESG) investing, which is closely associated with sustainability, achieving sustainable development is challenging. ESG, the three critical areas identified by analysts, can significantly impact the financial aspect of a company. As a result, Renewable Energy 100%, the carbon neutrality approach, and the circular economy concept are widely used nowadays as environmental management tools. However, the limited comparability, the biased scoring metrics, the aggregated nature of diverse environmental factors, different methodologies implemented by rating providers, and the lack of robust datasets have resulted in limited usefulness of E (Environmental) scoring as a tool for greening the financial sector. Hence, to improve the relevance of the E pillar, the E in ESG must compose of a set of metrics to address different environmental aspects, thus avoiding unforeseen environmental disasters at a later stage. The inconsistency in the metrics’ scope and its evaluation criteria are the main drawbacks, which must be addressed for the E pillar to become an effective tool for allowing sustainable finance and development.
随着技术的进步,许多相互关联的环境问题日益恶化,包括土壤、水和空气污染、气候变化、生物多样性丧失和自然资源的过度开发。随着“可持续发展”一词的出现,包括机构和私人投资者在内的许多市场参与者希望在其投资决策中考虑环境的可持续性。然而,在与可持续性密切相关的环境、社会和治理(ESG)投资兴起之前,实现可持续发展是具有挑战性的。ESG是分析师确定的三个关键领域,可以显著影响公司的财务方面。因此,100%可再生能源、碳中和方法和循环经济概念作为环境管理工具被广泛使用。然而,有限的可比性、有偏见的评分指标、不同环境因素的综合性质、评级提供商采用的不同方法以及缺乏健全的数据集,导致E(环境)评分作为金融部门绿化工具的作用有限。因此,为了提高E支柱的相关性,ESG中的E必须由一组指标组成,以解决不同的环境方面,从而避免在后期出现不可预见的环境灾难。指标范围和评价标准的不一致是主要缺陷,E支柱要想成为实现可持续金融和发展的有效工具,必须解决这一问题。
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引用次数: 16
The challenge of “Depeche Mode” in the fashion industry – Does the industry have the capacity to become sustainable through circular economic principles, a scoping review 时装业“深度模式”的挑战——时装业是否有能力通过循环经济原则实现可持续发展
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1975916
C. Moran, E. Eichelmann, C.J. Buggy
The fashion industry in its current linear business model of fast-fashion (“Depeche-Mode”) is one of today’s most unsustainable global businesses with textile production alone, significantly contri...
时装业目前的线性快时尚商业模式(“深度模式”)是当今最不可持续的全球商业模式之一,仅纺织品生产就受到严重控制……
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引用次数: 3
Modeling the impacts of land use and land cover dynamics on hydrological processes of the Keleta watershed, Ethiopia 埃塞俄比亚Keleta流域土地利用和土地覆盖动态对水文过程的影响建模
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1947632
D. Bekele, T. Alamirew, A. Kebede, G. Zeleke, A. Melesse
Abstract Natural resource degradation resulting from inappropriate land use and subsequent hydrological change is one of the key problems threatening environmental welfare and sustainable development. This study investigates the changes in the hydrological process in response to the land use and land cover (LULC) dynamics of the Keleta watershed, Awash River basin, Ethiopia using the Soil and Water Assessment Tool (SWAT) model. The model was calibrated and validated using monthly observed stream flow data for the baseline year (1985) and performed well (NSE ≥ 0.74, RMS ≤ 0.51, and PBIAS ≤ 15.3). An overall increase in the amount of surface runoff and base flow (10.4%) and (0.6%) and a decline in groundwater flow (3.5%) were observed in 2010 compared with the baseline year (1985). The trend of increasing surface runoff and declining groundwater flow due to LULC changes has wider implications for environmental and water resource development. This is expected to exert a substantial adverse impact on ecosystems, hydraulic structures such as dams, reservoirs, and irrigation canals, and rural livelihoods unless appropriate integrated landscape management is implemented.
土地利用不当和水文变化导致的自然资源退化是威胁环境福利和可持续发展的关键问题之一。本研究利用水土评估工具(SWAT)模型研究了埃塞俄比亚阿瓦什河流域Keleta流域的水文过程对土地利用和土地覆盖(LULC)动态的响应。使用基线年(1985年)每月观测的河流流量数据对模型进行了校准和验证,结果良好(NSE≥0.74,RMS≤0.51,PBIAS≤15.3)。与基准年(1985年)相比,2010年地表径流量和基流总量分别增加了10.4%和0.6%,地下水流量下降了3.5%。地表径流增加和地下水流量减少的趋势对环境和水资源的开发具有更广泛的影响。除非实施适当的综合景观管理,否则预计这将对生态系统、水坝、水库和灌溉渠等水利结构以及农村生计产生重大不利影响。
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引用次数: 13
Healthcare waste generation, composition and management practice in Dilla university referral hospital: a cross-sectional study 迪拉大学转诊医院医疗废物的产生、组成和管理实践:一项横断面研究
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1988383
Girum Gebremeskel Kanno, B. N. Gondol, Tizalegn Tesfaye Mamo, Abriham Shiferaw Areba1, Zemachu Ashuro Lagiso, Awash Alembo Tsebe, Miheret Tesfu Legesse, Daniel Abera Dansa, M. Admasu, Dagmawit Tesfaye, G. Sisay, Negassa Eshete, Mekonnen Birhanie Aregu
ABSTRACT Improper collection, segregation, transportation, treatment, and disposal of healthcare waste pose risk to public health and the environment. This study aimed to determine healthcare waste generation rate, composition, and management practice in Dilla University Referral Hospital. Methods Institutional-based cross-sectional study was conducted in Dilla University Referral Hospital from May 2019 to June 2019. The quantitative data were collected for eight consecutive days using direct measurement of healthcare waste. The qualitative data were collected by using an observational checklist, and in-depth interview. The collected qualitative data were transcribed, and thematic content analysis was done. A total of 1212.5 kg of healthcare waste was generated in the study period with an average of 151.56 kg (±73.4). The hazardous fraction of the healthcare waste was 581.9 kg (48%) while the generation rate was 0.866 kg bed−1day−1. General waste accounted for 630.6 kg (52%) of the total healthcare waste generated in the teaching hospital, followed by infectious waste at 299.5 kg (24.7%). There was no segregation of healthcare waste by type at the point of generation and there was no pre-treatment of infectious wastes. The placenta pit was used for pathological wastes and open burning was the main disposal mechanism for the remaining wastes. The finding indicated that the proportion of the hazardous waste generated from the hospital was above the World Health Organization recommended threshold. There was a lack of appropriate waste segregation, storage, transport, and disposal practices in the referral hospital. Abbreviations: DURH- Dilla University Referral HospitalHCW- Health Care WasteICU- Intensive Care UnitNICU- Neonatal Intensive Care UnitOR- Operation RoomOPD- Out Patient DepartmentSD- Standard DeviationSDG- Sustainable Development GoalsSNNPRS- Southern Nation Nationality and People Regional StateWHO-World Health Organization
医疗废物的不当收集、分离、运输、处理和处置对公众健康和环境构成风险。本研究旨在确定迪拉大学转诊医院的医疗废物产生率、组成和管理实践。方法2019年5月至2019年6月在迪拉大学转诊医院进行基于机构的横断面研究。通过直接测量医疗废物,连续8天收集定量数据。采用观察性检查表和深度访谈法收集定性数据。对收集到的定性数据进行转录,并进行专题内容分析。研究期间共产生医疗垃圾1212.5 kg,平均151.56 kg(±73.4)。医疗废弃物有害组分为581.9 kg(48%),产生率为0.866 kg(床- 1day - 1)。一般废物占教学医院医疗废物总量的630.6 kg(52%),其次是感染性废物299.5 kg(24.7%)。在产生时没有按类型对医疗废物进行分类,也没有对感染性废物进行预处理。病理废物采用胎盘坑处理,剩余废物以露天焚烧处理为主。调查结果表明,该医院产生的有害废物比例高于世界卫生组织建议的阈值。转诊医院缺乏适当的废物分类、储存、运输和处置做法。缩写:DURH-迪拉大学转诊医院hcw -卫生保健废物icu -重症监护病房nicu -新生儿重症监护病房opd -门诊sd -标准差sdg -可持续发展目标snnprs -南方国家民族和人民地区国家who -世界卫生组织
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引用次数: 2
Grazing intensity is key to global grassland carbon sequestration potential 放牧强度是影响全球草地固碳潜力的关键因素
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1895474
P. Staddon, M. Faghihinia
ABSTRACT Grasslands are coming under ever-increasing pressure worldwide. Many grasslands are degraded due to overgrazing and inappropriate land management. This is impacting belowground biology and soil biological processes. One aspect that deserves far greater attention is the intensity of grazing and how this impacts grassland soil ecosystems. Grazing intensity impacts soil organisms including their diversity and activity, and the soil carbon cycle. However, environmental characteristics determine in part the effects of grazing intensity on soil processes. In addition, many questions remain to be answered in relation to the type of livestock and grazing regime. Only with a fuller understanding of the impacts of grazing on the soil ecosystem will it be possible to advise farmers and land managers on optimal grazing choices for a sustainable future.
在世界范围内,草原面临着越来越大的压力。许多草原由于过度放牧和土地管理不当而退化。这正在影响地下生物和土壤生物过程。一个更值得关注的方面是放牧的强度以及放牧对草地土壤生态系统的影响。放牧强度影响土壤生物的多样性和活性,影响土壤碳循环。然而,环境特征在一定程度上决定了放牧强度对土壤过程的影响。此外,关于牲畜的种类和放牧制度,还有许多问题有待回答。只有更全面地了解放牧对土壤生态系统的影响,才有可能为农民和土地管理者提供关于可持续未来的最佳放牧选择的建议。
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引用次数: 4
Spatial distribution overview of rotifers in the Yucatán peninsula, México 青海Yucatán半岛轮虫的空间分布概况
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/23311843.2021.1879450
Jesús Alvarado-Flores, J. Arroyo-Castro, Leonela Chavez-Flores, Ailem Guadalupe Marín-Chan
ABSTRACT The spatial distribution of rotifers in the aquatic ecosystems of the Yucatán peninsula is unclear. The peninsula is a karstic platform with heavy anthropogenic activity that presently puts pressure on and increases the fragmentation of aquatic systems. As the distribution of rotifers is unknown in this region, this study was performed to model spatial distribution of rotifers. Based on the analysis of their absence and presence in aquatic systems, using data from specimens collected in the field and bibliographic information from 1997 to 2018, our goal was to provide protection agencies as well as local and regional users with information on the distribution of microorganisms in the aquatic systems. With this material, an 877-record database with was produced. The bioregion outlined is an area in which 45 genera and 140 species of been observed; the study area contains 47.85% of all the rotifer species reported in Mexico. The essential genera in this bioregion are Brachionus with nine species, Keratella with three and Lecane with 44. In these three genera, we observed two morphotypes of rotifers: a small type in the southern zone and a large type in the northern zone.
Yucatán半岛水生生态系统中轮虫的空间分布尚不清楚。该半岛是一个岩溶台地,人类活动严重,目前对水生系统施加压力并增加了其破碎性。由于该地区轮虫的分布未知,本研究对轮虫的空间分布进行了建模。通过对水生系统中微生物的缺失和存在进行分析,利用1997年至2018年野外采集的标本数据和书目信息,我们的目标是为保护机构以及当地和区域用户提供有关水生系统中微生物分布的信息。有了这些资料,就产生了一个877条记录的数据库。所示生物区为已发现45属140种的区域;研究区有墨西哥报告的所有轮虫种类的47.85%。该生物区的主要属为臂尾虫属(9种)、角虫属(3种)和勒凯恩属(44种)。在这三个属中,我们观察到轮虫的两种形态:南部地区的小型和北部地区的大型。
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引用次数: 1
Arbuscular mycorrhizal fungi and potassium fertilizer as plant biostimulants and alternative research for enhancing plants adaptation to drought stress: Opportunities for enhancing drought tolerance in cocoa (Theobroma cacao L.) 丛枝菌根真菌和钾肥作为植物生物刺激剂及增强植物适应干旱胁迫的替代研究:提高可可(Theobroma cocoa L.)耐旱性的机会
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1963927
James Seutra Kaba, A. Abunyewa, J. Kugbe, Godswill K.S Kwashie, E. Owusu Ansah, Henrietta Andoh
ABSTRACT Drought is the most critical abiotic threat to cocoa growth and productivity. The purpose of this review is to provide an overview of the recent research and developments which have contributed to the biostimulant properties of Arbuscular Mycorrhizal Fungi (AMF) and Potassium (K) fertilizer, and suggest the best research strategies for the application of these biostimulants to enhance cocoa growth and adaptation to drought conditions. We identified multiple services provided by AMF and K fertilizers: increase nutrients uptake, activating nitrate reductase, regulating photosynthesis and stomata conductance, improve water use efficiency, root growth etc. These multiple services could be efficiently exploited to enhance drought resilience and improve the survival rate of cocoa. Therefore, there is the need for further studies to assess the effectiveness in using either K or AMF or their combination in building the drought resilience of cocoa at the seedling phase; understand the rates of potassium fertilizers that will improve the physical (e.g. cell wall turgor, roots growth) and biochemical (e.g. Proline, polyamines, enzymatic) characteristics of cocoa seedlings to alleviate water stress. In addition, develop better K recommendations based on soil types, location specific and current cocoa varieties; understand the role of K and or AMF in enhancing drought resilience in cocoa under saline conditions and breeding cocoa genotypes with higher efficiency in K utilization and/or AMF colonization. Eventually, AMF and K can be developed as biostimulants as additional and complementary strategies to be used alongside others to improve cocoa drought resilience.
干旱是影响可可生长和产量的最严重的非生物威胁。本文综述了近年来有关丛枝菌根真菌(AMF)和钾(K)肥料生物刺激素特性的研究进展,并提出了应用这些生物刺激素促进可可生长和适应干旱条件的最佳研究策略。我们发现AMF和K肥具有增加养分吸收、激活硝酸还原酶、调节光合作用和气孔导度、提高水分利用效率、促进根系生长等多种功能。这些多种服务可以有效地利用,以提高可可的抗旱能力和提高成活率。因此,需要进一步的研究来评估K或AMF或它们的组合在可可苗期建立抗旱性的有效性;了解钾肥的施用量如何改善可可幼苗的物理特性(如细胞壁膨胀、根系生长)和生化特性(如脯氨酸、多胺、酶),从而缓解水分胁迫。此外,根据土壤类型、特定地点和当前的可可品种制定更好的钾建议;了解K和/或AMF在提高可可在盐碱条件下抗旱性和培育具有更高K利用效率和/或AMF定殖效率的可可基因型中的作用。最终,AMF和K可以作为生物刺激剂开发,作为额外和互补的策略,与其他策略一起使用,以提高可可的抗旱能力。
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引用次数: 10
Adaptability, forage yield and nutritional quality of alfalfa (Medicago sativa) genotypes 苜蓿(Medicago sativa)基因型的适应性、饲料产量和营养品质
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1895475
Tessema Tesfaye Atumo, R. Kauffman, Deribe Gemiyo Talore, M. Abera, T. Tesfaye, B. Z. Tunkala, Muluken Zeleke, Getinet Kebede Kalsa
ABSTRACT Livestocks fed with high-quality forage deliver better milk and meat, which could benefit the nutritional health of their keepers and consumers. Six alfalfa genotypes were assessed across four locations, Arba Minch, Areka Mante Dubo, Bonga and Hawassa Dilla, for adaptability, forage dry matter (DM) yield, crude protein (CP) concentration, nutrient composition and digestibility characteristics from August 2016 to January 2019. The genotypes were evaluated in a randomized complete block design with four replications. Plant height at forage harvest was significantly (P < 0.001) varied across the environment among genotypes. Nutrient components, such as neutral detergent fiber, acid detergent fiber and lignin, hemicelluloses, in vitro DM digestibility and relative feed value, were significantly (P < 0.01) different for genotype variations. The highest mean DM yield was recorded for FGI-9001 followed by FGI-3054. The highest plant height was recorded for FGI-8091 (60.13 cm), while the shortest genotype was FGI-1011. CP yield was recorded above the threshold level for all genotypes in the test. Highest in vitro DM digestibility and relative feed value with the lowest neutral detergent fiber, acid detergent fiber, and lignin and cellulose contents were recorded for FGI-9001. Tested alfalfa genotypes varied in terms of forage yield and nutritional quality at different locations. Thus, the result indicates the potential of genotypes, indicating the promotion to advanced varietal evaluation stages including animal test and release as better alternatives for use in the farming system in rain fed condition and irrigation.
饲用优质牧草的家畜奶和肉质量更好,有利于饲养者和消费者的营养健康。2016年8月至2019年1月,在Arba Minch、Areka Mante Dubo、Bonga和Hawassa Dilla 4个地点评估了6种苜蓿基因型的适应性、饲料干物质(DM)产量、粗蛋白质(CP)浓度、营养成分和消化率特征。基因型评估采用随机完全区组设计,共4个重复。草料收获时的株高在不同环境下存在显著差异(P < 0.001)。中性洗涤纤维、酸性洗涤纤维和木质素、半纤维素等营养成分、干物质体外消化率和相对饲料价值在基因型变异中差异极显著(P < 0.01)。FGI-9001的DM平均产量最高,其次是FGI-3054。株高最高的基因型为FGI-8091 (60.13 cm),株高最低的基因型为FGI-1011。试验中所有基因型的CP产量均高于阈值水平。FGI-9001的体外DM消化率和相对饲料价值最高,中性洗涤纤维、酸性洗涤纤维、木质素和纤维素含量最低。不同地点的苜蓿基因型在饲料产量和营养品质方面存在差异。因此,该结果表明基因型的潜力,表明推广到高级品种评估阶段,包括动物试验和释放,作为雨养和灌溉条件下耕作系统中更好的替代品。
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引用次数: 7
Description of climatic factors for informed Sesame (Sesamum indicum L.) cultivation in Kafta Humera District, North Ethiopia 埃塞俄比亚北部Kafta Humera地区知情芝麻种植的气候因素描述
IF 2.3 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2021-01-01 DOI: 10.1080/27658511.2021.1903699
K. T. Mawcha, Micheale Gebrekirstos Gebreslassie, Hailu Molla Gebreyohannes, Assefa.Mewael Kiros
ABSTRACT Sesame is an important oil crop and is very well-known for its quality plant oil. The study was conducted in Kafta-Humera to assess the rainfall variability and distribution of the area at an annual, seasonal, and monthly and 10 days scales based on the daily rainfall; and to describe the summer based on the accumulated rainfall and dry spell durations. All the meteorological data were analysed using InStat statistical package software. The mean of the kiremt rainfall was 556 mm with 95% confidence for mean 479.8 to 633.43 mm and has high variability with a coefficient of variability about 0.24. The rainfall intensity during the Kiremt season in Humera showed that the seasonal rainfall varies from 307.1 mm to 777 mm in 4 months. March, April, and May were the hottest months, where all the years have at least 1 day with a maximum temperature of above 44°C and the mean seasonal rainfall was 556.61 mm. The variability of the mean temperatures of all the months were very less except for July, August, and October with very high mean monthly temperature variability (SD>4). Kiremt, the main rainy season onset is the first wet spell of the year at least 3 days totalling 20 mm or more, provided there were no sequences of 10 or more dry days in the subsequent 30 days. The start date of sowing at Kafta-Humera was 19 June with a 95% confidence interval of average 07 June to 01 July. It had high variability with a standard deviation of about 2 weeks. Hence, farmers should arrange their sowing time in between the summer onset ranges, i.e. 07 June to 01 July.
芝麻是一种重要的油料作物,以其优质植物油而闻名。在Kafta-Humera进行了基于日降雨量的年、季、月和10天尺度的降雨变率和分布评估;并根据累积降雨量和干旱持续时间来描述夏季。所有气象资料均采用InStat统计软件包进行分析。在479.8 ~ 633.43 mm范围内,平均降雨量为556 mm, 95%置信区间,变异系数约为0.24。雨季降水强度显示,4个月的季节降雨量在307.1 ~ 777 mm之间变化。3、4、5月是最热的月份,全年最高气温44℃以上至少有1天,季节平均降雨量为556.61 mm。除7、8、10月平均气温变异较大(SD>4)外,其余月份的平均气温变异都很小。如果在接下来的30天里没有连续的10天或以上的干旱,主要雨季的开始是一年中第一次有至少3天的总降雨量为20毫米或以上的湿润期。Kafta-Humera的开始播种日期为6月19日,95%可信区间平均为6月7日至7月1日。它具有高变异性,标准差约为2周。因此,农民应将播种时间安排在夏季开始范围之间,即6月7日至7月1日。
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引用次数: 2
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