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Determining farm-scale site-specific monetary values of “soil carbon hotspots” based on avoided social costs of CO2 emissions 基于避免的二氧化碳排放社会成本确定“土壤碳热点”的农场规模特定地点货币价值
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1817289
E. Mikhailova, C. Post, M. Schlautman, Gregory C. Post, H. Zurqani
Abstract A “soil carbon hotspot” (SCH) is a geographic area having an abundance of soil carbon, and therefore higher ecosystem services value based on avoided social costs of CO2 emissions. Soil organic carbon (SOC), soil inorganic carbon (SIC), and total soil carbon (TSC) are critical data to help identify SCH at the farm scale, but monetary methods of hotspot evaluation are not well defined. This study provides a first of its kind quantitative example of farm-scale monetary value of soil carbon (C), and mapping of SCH based on avoided social cost of CO2 emissions using both Soil Survey Geographic (SSURGO) database and field measurements. The total calculated monetary value for TSC storage at the Willsboro Farm based on the SSURGO database was about 7.3 million U.S. dollars ($7.3 M), compared to $2.8 M based on field data from averaged soil core results. This difference is attributed to variation in soil sampling methodology, laboratory methods of soil C analyses, and depth of reported soil C results. Despite differences in total monetary valuation, observed trends by soil order were often similar for SSURGO versus field methods, with Alfisols typically having the highest total and area-normalized monetary values for SOC, SIC, and TSC. Farm-scale C accounting provides a more detailed spatial resolution of monetary values and SCH, compared to estimates based on country-level reports in soil survey databases. Delineation and mapping of SCH at the farm scale can be useful tools to define land management zones, to achieve social profit for farmers, and to realize United Nations (UN) Sustainable Development Goals (SDGs) based on avoided social cost of CO2 emissions.
摘要“土壤碳热点”(SCH)是一个具有丰富土壤碳的地理区域,因此基于避免的二氧化碳排放的社会成本,具有更高的生态系统服务价值。土壤有机碳(SOC)、土壤无机碳(SIC)和土壤总碳(TSC)是帮助在农场规模上识别SCH的关键数据,但热点评估的货币方法尚未得到很好的定义。这项研究提供了第一个农场规模土壤碳(C)货币价值的定量例子,并使用土壤调查地理(SSURGO)数据库和实地测量,基于避免的二氧化碳排放社会成本绘制了SCH图。根据SSURGO数据库,Willsboro农场TSC储存的总计算货币价值约为730万美元(730万美元),而根据平均土壤岩芯结果的现场数据,这一数字为280万美元。这种差异归因于土壤取样方法、土壤C分析的实验室方法以及报告的土壤C结果的深度的变化。尽管总货币估值存在差异,但SSURGO与实地方法按土壤顺序观察到的趋势往往相似,Alfisols通常具有最高的SOC、SIC和TSC的总货币值和面积归一化货币值。与土壤调查数据库中基于国家一级报告的估计相比,农场规模的C核算提供了货币价值和SCH的更详细的空间分辨率。在农场规模上划定和绘制SCH可以成为定义土地管理区、为农民实现社会利润以及在避免二氧化碳排放的社会成本的基础上实现联合国可持续发展目标的有用工具。
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引用次数: 5
Impacts of climate change and its mitigation in the Barents region 巴伦支地区气候变化的影响及其缓解
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1805959
L. Sokka, T. Lindroos, T. Ekholm, T. Koljonen
Abstract The global temperature has increased over 1 degree since the pre-industrial period. Within the Barents Region, the increase has been ca. 2 degrees, and warming is expected to continue over the next century. Based on energy system analysis with the TIMES-VTT model on the one hand, and a literature review on the other, this study identifies how different economic sectors in the Barents Region are affected by changes in climate, and by the climate change mitigation and adaptation actions in the region. According to the results, the Barents region is likely to be strongly affected by the impacts of climate change despite high spatial variation in the impacts across the Barents region. Changing climate will have severe impacts especially on the more vulnerable sectors, societies, and local environments that have less possibility for adaptation. Political action is needed on national, regional, and municipal levels, but these levels should work together and complement each other. As adaptation is unavoidably required, it is important to highlight and suggest priority areas to national adaptation plans from the Barents region’s perspective. Moreover, collection and utilization of local knowledge in adaptation is crucial.
摘要自前工业化时期以来,全球气温已经上升了1度以上。巴伦支地区的气温上升了约2度,预计下个世纪气温将继续上升。本研究一方面基于TIMES-VTT模型的能源系统分析,另一方面基于文献综述,确定了巴伦支地区不同经济部门如何受到气候变化以及该地区气候变化缓解和适应行动的影响。根据研究结果,尽管巴伦支地区的影响在空间上存在很大差异,但巴伦支地区可能会受到气候变化影响的强烈影响。气候变化将产生严重影响,尤其是对更脆弱的部门、社会和适应可能性较小的当地环境。需要在国家、地区和市一级采取政治行动,但这些层面应该协同工作,相辅相成。由于不可避免地需要适应,因此必须从巴伦支地区的角度强调并建议国家适应计划的优先领域。此外,在适应方面收集和利用当地知识至关重要。
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引用次数: 0
Dioxins in peat and its formation: An overview 泥炭中的二恶英及其形成:综述
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1864870
Khairulmazidah Mohamed, M. I. Majid, Y. Leong, Xiaodong Li
Abstract Polychlorinated dibenzo-p-dioxins and polychlorinated dibenzofurans collectively named dioxins, have long been investigated in numerous ways in their formation and presence in diverse types of matrices, e.g.,, air, soil, food, milk, and tissue, and their effects on human health among others. In the 1970s and 1980s, dioxins and other hazardous pollutants were found to be excessive in the environment prompting a global concern on its restriction and elimination. By year 2000, curbed industrial releases had remarkably lowered dioxin emission. However, dioxin emission continued to be a hazard from non-industrial sources such as forest fires, domestic combustion, and vehicles. In South East Asia, frequent peat fires may have leadingly contributed to the dioxins level in the environment. The objective of this review is to compile related data on dioxins in peats and to theorize the possible source and their formation.
多氯二苯并对二恶英和多氯二苯并呋喃统称为二恶英,长期以来,人们以多种方式研究了它们在空气、土壤、食物、牛奶和组织等不同类型基质中的形成和存在,以及它们对人体健康的影响。在20世纪70年代和80年代,二恶英和其他有害污染物在环境中被发现过量,引起了全球对其限制和消除的关注。到2000年,经过控制的工业排放显著降低了二恶英的排放。然而,二恶英排放仍然是非工业来源的危害,如森林火灾、家庭燃烧和车辆。在东南亚,频繁的泥炭火灾可能是导致环境中二恶英水平升高的主要原因。本综述的目的是汇编泥炭中二恶英的相关数据,并对其可能的来源及其形成进行理论化。
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引用次数: 0
Trends of land use/cover change in Kecha-Laguna paired micro watersheds, Northwestern Ethiopia 埃塞俄比亚西北部Kecha Laguna配对微流域的土地利用/覆盖变化趋势
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1801219
Tirusew Abere, E. Adgo, Selomon Afework
Abstract Understanding the extent and direction of land use/cover change (LULCC) is essential for planning sustainable land management options. Thus, this study examined the trends of LULCC in Northwestern Ethiopia. Panchromatic Aerial photographs of the years 1957 and 1984 QuickBird image (2006) and SPOT image (2016) were used to analyze the dynamics of LULCC. The land use/cover classes were classified using onscreen digitizing method. Six land use/cover types, namely, forest, bush, grazing, cultivated and settlement, degraded and khat plantation, were identified. The result showed that there have been substantial land use/cover change in the last 59 years in Kecha-Laguna micro watersheds. In Kecha micro watershed, cultivated land and settlement areas, degraded land and Khat plantation increased by 31.7%, 6.3% and 3.11%, respectively, at the expense of other land uses/cover types such as forest, bush and grazing land, which declined by 6.86%, 23.5% and 10.8%, respectively. In Laguna micro watershed, cultivated and settlement land, khat plantation and degraded land increased by 12.5%, 3.1% and 14.5%, respectively. While; forest, bush and grazing land declined by 18%, 9.4% and 2.6%, respectively, in the last 59 years. In association with recent watershed development efforts encompassing area enclosures and soil and water conservation practices in the Kecha micro watershed, degraded land reduced by 3.7% while forest land increased by 3.4% between 2006 and 2016. Therefore, proper land management is a key to reduce land degradation and improve forest cover.
摘要了解土地利用/覆盖变化的程度和方向对于规划可持续土地管理方案至关重要。因此,本研究考察了埃塞俄比亚西北部LULCC的趋势。使用1957年和1984年QuickBird图像(2006年)和SPOT图像(2016年)的全色航空照片来分析LULCC的动力学。土地利用/覆盖类别采用屏幕数字化方法进行分类。确定了六种土地利用/覆盖类型,即森林、灌木、放牧、耕种和定居、退化和卡塔叶种植园。结果表明,在过去59年中,克查-拉古纳微流域的土地利用/覆盖发生了重大变化。在克查微流域,耕地和定居区、退化地和哈特种植园分别增长了31.7%、6.3%和3.11%,而森林、灌木和牧场等其他土地利用/覆盖类型分别下降了6.86%、23.5%和10.8%。在拉古纳微流域,耕地和定居地、卡塔叶种植园和退化土地分别增加了12.5%、3.1%和14.5%。虽然森林、灌木和牧场在过去59年中分别下降了18%、9.4%和2.6%。结合克查微流域最近的流域开发工作,包括区域围挡和水土保持措施,2006年至2016年间,退化土地减少了3.7%,林地增加了3.4%。因此,适当的土地管理是减少土地退化和提高森林覆盖率的关键。
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引用次数: 9
Indiscriminate open space solid waste dumping behaviour of householders in the Brong-Ahafo region of Ghana: a political economy analysis 加纳布朗-阿哈福地区居民随意倾倒固体废物的行为:政治经济学分析
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1779553
Theophilus Tweneboah Kodua, Kwabena Asomanin Anaman
Abstract This study assessed the factors which influenced households’ choice of waste disposal methods using cross-sectional data of 547 households from seven districts in the Brong-Ahafo region of Ghana. Indiscriminate dumping of solid wastes in open spaces by households was the pivotal method of disposal of solid wastes that was analysed using economic theories related to consumption behaviour. We established that large household sizes were associated with increased likelihood of open dumping of solid wastes. Increased likelihood of open dumping of solid wastes by households was also linked to the lack of formal education or schooling of the household head, the availability of electricity inside the premises of the house, which encouraged production activities within the household, and open defecation. Urban households were less likely to engage in open dumping of solid wastes as compared to rural households. The other factors that reduced the likelihood of open dumping of solid wastes were generally in the area of quality of housing services; these were the availability of water inside the household premises, the number of sleeping rooms available to the household, and higher quality of housing services revealed through the willingness-to-pay for rents by householders. Finally, Guan-headed households were less likely to engage in open dumping of solid wastes than non-Guan-headed households, especially those living in rural areas. Rural Guan-headed households had the lowest proportion of open dumping of solid wastes.
摘要本研究利用来自加纳布朗-阿哈福地区7个地区的547户家庭的横截面数据,评估了影响家庭选择垃圾处理方法的因素。家庭在空地上随意倾倒固体废物是处理固体废物的关键方法,使用与消费行为有关的经济理论进行了分析。我们确定,家庭规模大与露天倾倒固体废物的可能性增加有关。家庭露天倾倒固体废物的可能性增加还与以下因素有关:户主缺乏正规教育或学校教育、房屋内有电力供应(这鼓励了家庭内的生产活动)以及露天排便。与农村家庭相比,城市家庭参与露天倾倒固体废物的可能性较小。减少露天倾倒固体废物可能性的其他因素一般在住房服务质量方面;这些因素包括家庭房屋内的供水情况、家庭可用的卧室数量以及通过房主支付租金的意愿所揭示的更高质量的住房服务。最后,与非冠名家庭相比,冠名家庭参与露天倾倒固体废物的可能性更小,尤其是生活在农村地区的冠名家庭。农村关户户露天倾倒固体废物的比例最低。
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引用次数: 8
Appropriate technology for soil remediation in tropical low-income countries - a pilot scale test of three different amendments for accelerated biodegradation of diesel fuel in Ultisol 热带低收入国家土壤修复的适当技术——三种不同改良剂在Ultisol中加速生物降解柴油的中试试验
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1754107
Henrik Haller, A. Jonsson, Joel Ljunggren, E. Hedenström
Abstract Polluted land in marginalized regions, such as tropical low-income countries and sparsely populated regions in industrialised countries, demand special remediation strategies that are energy-efficient, locally adapted, economically viable. Strategies for appropriate bioremediation technology under such circumstances can be based on locally available resources in combination with in situ bioremediation technologies to keep energy and material costs down. A pilot scale experiment was set up to test the application of three organic by-products from the local industry (whey, pyroligneous acid and compost tea) to enhance the natural biodegradation of diesel in ultisol. Biweekly applications of 6 mL whey kg−1 soil significantly increased the degradation rate but no positive effect on degradation was found with any of the other amendments. Tropical climate is favourable for biodegradation but many tropical soils are rich in clay which can inhibit the bioavailability of the pollutant which in turn may be decisive for biodegradation kinetics. If low cost is a crucial factor, our results indicate that whey treatment has the potential to be an appropriate technology for treating petroleum-contaminated soils in tropical regions.
摘要边缘化地区的污染土地,如热带低收入国家和工业化国家人口稀少的地区,需要节能、因地制宜、经济可行的特殊修复策略。在这种情况下,适当的生物修复技术的战略可以基于当地可用的资源,并结合原位生物修复技术,以降低能源和材料成本。建立了一个中试实验,测试了来自当地工业的三种有机副产品(乳清、焦木酸和堆肥茶)在ultisol中的应用,以增强柴油的自然生物降解。每两周施用6 mL乳清kg−1土壤显著提高了降解率,但未发现任何其他改良剂对降解有积极影响。热带气候有利于生物降解,但许多热带土壤富含粘土,粘土会抑制污染物的生物利用度,而这反过来又可能对生物降解动力学起决定性作用。如果低成本是一个关键因素,我们的研究结果表明,乳清处理有可能成为处理热带地区石油污染土壤的合适技术。
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引用次数: 4
An investigation of the porosity dependent strength and leachability of mine tailings matrices containing heavy metals 含重金属尾矿基质孔隙率与强度及可浸性关系的研究
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1743626
A. A. Mahmood, M. Elektorowicz
Abstract Mine tailings are the byproducts of the mining industry. For many decades these tailings used to be stored in specially formed tailings ponds. This method of storage has caused several environmental disasters, coupled in some instances with human fatalities. These catastrophes prompted a change in the management strategy of tailings. This change started with attempting to solidify the tailings to immobilize them and reduce their hazard. As part of this new strategy, and in an effort to investigate the applicability of using mine tailings as a construction material, this study is an attempt to investigate the porosity dependent strength and leachability of newly formed mine tailings matrices. And to evaluate the applicability of using four different theoretical models to predict the strength of these matrices. For this purpose, two mine tailings, Musselwhite and Mont Wright, from the Eastern parts of Canada have been selected. In this study, solidification of the newly formed tailings matrices was investigated using Ordinary Portland cement, fly ash, slag and the new binder Calsifrit. Results show that using Calsifrit as a partial cement replacement, in addition to slag and fly ash, reduced the porosity of the tailings matrices. The leaching test showed that several types of heavy metals have a high percentage of retention in these matrices. Compressive strength results indicate that the tailings matrices are suitable as construction materials for certain structural applications. However, current theoretical models overpredict their strength and overprediction increases when fly ash or slag are added to the mix.
摘要尾矿是采矿业的副产品。几十年来,这些尾矿一直储存在专门形成的尾矿库中。这种储存方法已经造成了几次环境灾难,在某些情况下还造成了人员死亡。这些灾难促使尾矿管理策略发生了变化。这一变化始于试图固化尾矿,以固定尾矿并减少其危害。作为这一新策略的一部分,为了研究将尾矿用作建筑材料的适用性,本研究试图研究新形成的尾矿基质的孔隙率相关强度和可浸出性。并评估使用四种不同的理论模型来预测这些矩阵的强度的适用性。为此,选择了来自加拿大东部的Musselwhite和Mont Wright两种尾矿。在本研究中,使用普通硅酸盐水泥、粉煤灰、矿渣和新型粘结剂Calsibrit对新形成的尾矿基质的固化进行了研究。结果表明,除矿渣和粉煤灰外,使用Calsibrit作为部分水泥替代物,降低了尾矿基质的孔隙率。浸出试验表明,几种类型的重金属在这些基质中具有较高的保留率。抗压强度结果表明,尾矿基质适合用作某些结构应用的建筑材料。然而,目前的理论模型高估了它们的强度,并且当向混合物中加入粉煤灰或矿渣时,高估会增加。
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引用次数: 3
The effects of land use land cover change on hydrological flow in Giba catchment, Tigray, Ethiopia 埃塞俄比亚提格雷吉巴流域土地利用、土地覆被变化对水文流量的影响
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1785780
Gebrejewergs Aredehey, Atinkut Mezgebu, Atkilt Girma
Abstract Tigray regional government has proposed land use land cover (LULC) change due to the 5-year growth and transformation plan (GTP). This LULC change could have an effect on hydrological flow. Hence, quantifying the hydrological flow coming due to the LULC change is important for decision making. Considering this, we set out to assess the impact of LULC change on hydrological flow of Gibe catchment using three LULC scenarios as compared to the base year (2010). The three scenarios were, increasing forest area, plantations/area closure and grass lands by 400, 200, and 200% from the base year, respectively. SWAT model was used to simulate the hydrological flow. The model was run on a daily time series for 7 years: calibrated during the 5 years (1998–2002), and validated during the 2 years (2003–2004). The simulated daily flow showed a good agreement to the observed flow with NSE = 0.81, R2 = 0.78 and PBIAS = −6.85 % for calibration, and NSE = 0.79, R2 = 0.75 and PBIAS = −7.52 for validation. The simulation result of the hydrological flow under the scenarios showed that increasing forest, plantation/area closure, and grass land have reduced the annual flow by 8.61, 4.65, and 1.45%, respectively. Reducing the hydrological flow could increase ground water potential and dry season base flow, which can be used for irrigation. Therefore, it is recommended that the government should strengthen the policy on natural resources management.
摘要提格雷地区政府提出,由于5年增长和转型计划(GTP),土地利用土地覆盖率(LULC)将发生变化。这种LULC变化可能对水文流量产生影响。因此,量化LULC变化产生的水文流量对于决策非常重要。考虑到这一点,与基准年(2010年)相比,我们开始使用三种LULC情景来评估LULC变化对Gibe流域水文流量的影响。这三种情况分别是,森林面积、种植园/区域关闭和草地面积比基准年分别增加400%、200%和200%。SWAT模型用于模拟水文流量。该模型在7年的每日时间序列上运行:在5年(1998-2002年)进行校准,并在2年(2003-2004年)进行验证。模拟的日流量与观察到的流量显示出良好的一致性,NSE=0.81,R2=0.78和PBIAS=−6.85%用于校准,NSE=0.79,R2=0.75和PBIAS=−7.52用于验证。情景下的水文流量模拟结果显示,增加森林、种植园/区域封闭和草地分别使年流量减少8.61%、4.65%和1.45%。减少水文流量可以增加地下水潜力和旱季基本流量,可用于灌溉。因此,建议政府加强自然资源管理政策。
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引用次数: 14
Nitrogen use efficiency, yield and yield traits of wheat response to slow-releasing N fertilizer under balanced fertilization in Vertisols and Cambisols of Tigray, Ethiopia 埃塞俄比亚提格雷黄土高原平衡施肥条件下小麦对缓释氮肥的氮素利用效率、产量和产量特性
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1778996
Sofonyas Dargie, Lemma Wogi, S. Kidanu
Abstract The study was initiated to investigate the effects of slow nitrogen-releasing fertilizer (UREAStabil) on yield, yield components and nitrogen use efficiency indices of bread wheat at Emba Alaje and Hawzien Districts in Tigray, Ethiopia in 2015 at six farmers’ field and arranged in a randomized complete block design with three replications. Treatments were four levels of nitrogen (0, 32, 64 and 96) kg ha−1. The nitrogen source was UREAStabil, which is slow N-releasing fertilizer. Conventional urea at the recommended rate (64 kg N ha−1) was included as a positive control at both sites. A full dose of UREAStabil were applied at planting while prilled urea (conventional urea) was applied in two splits 1/3 at planting and 2/3 at tillering. Application of UREAStabil significantly influenced yield and yield components at both soil types. The highest grain yield was obtained on plots treated with 64 kg N ha−1 in the form of UREAStabil and prilled urea (conventional urea) in Hawzien and Emba Alaje districts, respectively. The highest nitrogen uptake was recorded on plots treated with 64 kg N ha−1in the form of UREAStabil and prilled urea (conventional urea) in Hawzien and Emba Alaje, respectively. Nitrogen uptake, agronomic, physiological and apparent recovery efficiency were significantly influenced by the application of slow-releasing and conventional nitrogen fertilizers at both sites. In Hawzien, the application of slow-releasing N fertilizer in the form of UREAStabil reduces the amount of N used and application time. Hence, it could be concluded application of slow-releasing fertilizer could be used as an alternative source of nitrogen for wheat production in the study site.
摘要本研究于2015年在埃塞俄比亚提格雷的Emba Alaje和Hawzien地区的六个农民田间启动,以随机完全区组设计和三次重复的方式,研究了缓释氮肥(UREAStabil)对面包小麦产量、产量组成和氮利用效率指数的影响。处理为四个水平的氮(0、32、64和96)kg ha−1。氮源为UREAStabil,这是一种缓慢释放氮的肥料。在这两个地点,均将推荐速率的常规尿素(64 kg N ha−1)作为阳性对照。在种植时施用全剂量的UREAStabil,而造粒尿素(常规尿素)在种植时分为三分之一和分蘖时分为二分之一施用。UREAStabil的施用显著影响了两种土壤类型的产量和产量组成。在Hawzien和Emba-Alaje区,分别用64kg N ha−1的UREAStabil和造粒尿素(传统尿素)处理的地块获得了最高的粮食产量。在Hawzien和Emba-Alaje分别用64kg N ha−1的UREAStabil和造粒尿素(传统尿素)处理的地块上,氮吸收量最高。缓释氮肥和常规氮肥对两个地点的氮素吸收、农艺、生理和表观恢复效率都有显著影响。在Hawzien,施用UREAStabil形式的缓释氮肥可以减少氮的使用量和施用时间。因此,可以得出结论,施用缓释肥料可以作为研究地点小麦生产的替代氮源。
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引用次数: 8
Evaluation of waste recycling of fruits based on Support Vector Machine (SVM) 基于支持向量机的水果废弃物回收利用评价
Q2 Environmental Science Pub Date : 2020-01-01 DOI: 10.1080/23311843.2020.1712146
Javad Farjami, S. Dehyouri, M. Mohamadi
Abstract The purpose of this research is to investigate the effect of innovation management on recycling products and to use a new method based on artificial intelligence and a machine learning for innovative product recycled management. To this end, 170 employees of fruit and berry fields were selected among the municipality of Tehran in 2015 by proportional sampling method. A researcher-made questionnaire was used to measure the attitude towards waste recycling and recycling behavior. To calculate the correlation assumptions from SPSS software, the results of the first and second group questionnaires are compared with SPSS software. To analyze the data and the results of the questionnaire in each step, based on the support machine, the Matlab software is used. The results of the research showed that: (1) a new method based on artificial intelligence and machine learning can be used for innovative product recycling. (2) Innovation management affects the recycling of products. (3) There is a significant relationship between innovation management indicators and product recycling plans. (4) Investigating the Support Vector Machine (SVM) in measuring the standardized researcher-made questionnaire on waste recycling and recycling behavior.
摘要本研究的目的是研究创新管理对回收产品的影响,并使用基于人工智能和机器学习的新方法进行创新产品回收管理。为此,2015年,通过比例抽样法在德黑兰市选出了170名水果和浆果领域的员工。研究人员制作了一份问卷来衡量人们对废物回收的态度和回收行为。为了计算SPSS软件的相关性假设,将第一组和第二组问卷的结果与SPSS软件进行比较。为了分析每一步的数据和问卷调查结果,在支持机的基础上,使用了Matlab软件。研究结果表明:(1)一种基于人工智能和机器学习的新方法可以用于创新产品回收。(2) 创新管理影响产品的回收利用。(3) 创新管理指标与产品回收计划之间存在显著关系。(4) 调查采用支持向量机(SVM)对标准化研究人员制作的垃圾回收利用行为问卷进行测量。
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引用次数: 2
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