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Land Use Suitability Model for Grapevine (Vitis vinifera L.) Cultivation Using the Best Worst Method: A Case Study from Ankara/Türkiye 葡萄树土地利用适宜性模型使用最佳最差方法种植:以安卡拉/ <s:1> rkiye为例
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-30 DOI: 10.3390/agriculture13091722
Mevlut Uyan, J. Janus, E. Ertunç
The product of grapes with the highest added value is wine. Wine grapes play an important role in the evaluation of barren lands, where no other plants generally grow. Viticulture in Türkiye is generally conducted on small areas of agricultural land. In order to develop viticulture, it is important to determine suitable areas. This study presents a model for assessing land suitability for cultivation of grapevines (Vitis vinifera L.) in the Ankara region (Türkiye). The aim is to provide a spatial decision support system based on geographic information system multi-criteria assessment, taking into account the perspectives of expert agricultural engineers and local product growers. In this study, 11 criteria were evaluated to determine the most suitable locations for grapevine cultivation. The best worst method was used to calculate the weights of the determined evaluation criteria. When the spatial distribution of the areas suitable for grapevine cultivation was examined from the resulting map produced, it was seen that 1879.29 km2 (7%) of highly suitability areas, 5062.03 km2 (20%) of medium suitability areas, 4706.20 km2 (18%) of low suitability areas, and 8355.36 km2 (33%) of unsuitable areas were detected. According to the results obtained, the southern parts of the study area are more suitable for grapevine cultivation. This study will be an important and useful regional guide for agricultural land use planning and the cultivation of grapevines.
葡萄的附加值最高的产品是葡萄酒。酿酒葡萄在贫瘠土地的评估中起着重要的作用,那里通常没有其他植物生长。日本的葡萄栽培通常在小块农业用地上进行。为了发展葡萄栽培,确定合适的种植区域是很重要的。本研究提出了一个评估安卡拉地区(t rkiye)葡萄(Vitis vinifera L.)土地适宜性的模型。目的是提供一个基于地理信息系统多标准评估的空间决策支持系统,同时考虑到农业工程专家和当地产品种植者的观点。在本研究中,评估了11项标准,以确定最适合葡萄种植的地点。采用最佳最差法对确定的评价标准进行权重计算。结果表明,高适宜区面积为1879.29 km2(7%),中等适宜区面积为5062.03 km2(20%),低适宜区面积为4706.20 km2(18%),不适宜区面积为8355.36 km2(33%)。结果表明,研究区南部较适宜葡萄种植。该研究将对区域农业用地规划和葡萄种植具有重要的指导意义。
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引用次数: 1
A Meta-Analysis Approach to Estimate the Effect of Cover Crops on the Grain Yield of Succeeding Cereal Crops within European Cropping Systems 欧洲种植系统中覆盖作物对后续谷类作物产量影响的meta分析方法
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-30 DOI: 10.3390/agriculture13091714
M. Allam, E. Radicetti, Mortadha Ben Hassine, A. Jamal, Z. Abideen, R. Mancinelli
Farming practices such as cover cropping, crop rotation systems, and soil tillage practices, along with climate conditions and soil type play important roles in determining final crop production. Numerous empirical studies have documented the heterogeneous effects of cover crops on the yield of successive crops, exhibiting variations across diverse regions, climate regimes, soil characteristics, cover crop types, and agricultural management practices. A meta-analysis was conducted to comprehensively summarize and evaluate the impact of cover crops (CCs) in the agroecosystem. The main goal of the study is to promote a transition towards more sustainable cereal crop production by exploring the potential of currently unexploited CCs in Europe. The study demonstrated that the incorporation of legume CCs resulted in the most pronounced and statistically significant increase in grain yield among cereal crops. CCs from the Brassicaceae family also demonstrated a positive impact on grain yield under southern European climates. Cover cropping had a positive effect on the subsequent cash crop under conventional tillage practice. A positive, but not significant impact, was detected under both conservation tillage practices, which include reduced tillage (RT) and no-till (NT). The result of the study suggests that NT practices are more suitable for Northern Europe, while RT practices are preferable for Southern Europe zones. This study indicates that the adoption of cover cropping represents a viable and effective agronomic strategy for enhancing grain yield in cereal crops cultivated across European agricultural systems.
覆盖种植、作物轮作制度和土壤耕作等耕作方式,以及气候条件和土壤类型,在决定最终作物产量方面发挥着重要作用。大量的实证研究已经记录了覆盖作物对连作作物产量的异质性影响,显示出不同地区、气候制度、土壤特征、覆盖作物类型和农业管理实践的差异。通过荟萃分析,综合总结和评价覆盖作物对农业生态系统的影响。这项研究的主要目标是通过探索欧洲目前尚未开发的碳排放化合物的潜力,促进向更可持续的谷类作物生产过渡。该研究表明,在谷类作物中,豆科植物的碳水化合物的掺入导致了最显著和统计上显著的粮食产量增加。在南欧气候条件下,芸苔科植物对粮食产量也有积极影响。在常规耕作方式下,覆盖种植对后续经济作物有积极影响。两种保护性耕作方式(包括免耕和免耕)均产生了积极但不显著的影响。研究结果表明,NT实践更适合北欧,而RT实践更适合南欧地区。这项研究表明,在整个欧洲农业系统中,采用覆盖种植是一种可行和有效的农艺策略,可以提高谷类作物的产量。
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引用次数: 0
AI in Sustainable Pig Farming: IoT Insights into Stress and Gait 可持续养猪业中的人工智能:压力和步态的物联网洞察
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091706
S. Neethirajan
This paper pioneers a novel exploration of environmental impacts in livestock farming, focusing on pig farming’s intersection with climate change and sustainability. It emphasizes the transformative potential of data-driven Artificial Intelligence (AI) methodologies, specifically the Internet of Things (IoT) and multimodal data analysis, in promoting equitable and sustainable food systems. The study observes five pigs aged 86 to 108 days using a tripartite sensor that records heart rate, respiration rate, and accelerometer data. The unique experimental design alternates between periods of isolation during feeding and subsequent pairing, enabling the investigation of stress-induced changes. Key inquiries include discerning patterns in heart rate data during isolation versus paired settings, fluctuations in respiration rates, and behavioral shifts induced by isolation or pairing. The study also explores the potential detection of gait abnormalities, correlations between pigs’ age and their gait or activity patterns, and the evolution of pigs’ walking abilities with age. The paper scrutinizes accelerometer data to detect activity changes when pigs are paired, potentially indicating increased stress or aggression. It also examines the adaptation of pigs to alternating isolation and pairing over time and how their heart rate, respiration rate, and activity data reflect this process. The study considers other significant variables, such as time of day and isolation duration, affecting the pigs’ physiological parameters. Sensor data are further utilized to identify behavioral patterns during periods of feeding, isolation, or pairing. In conclusion, this study harnesses IoT and multimodal data analysis in a groundbreaking approach to pig welfare research. It underscores the compelling potential of technology to inform about overall pig welfare, particularly stress levels and gait quality, and the power of data-driven insights in fostering equitable, healthy, and environmentally conscious livestock production systems.
本文对畜牧业的环境影响进行了新颖的探索,重点关注养猪业与气候变化和可持续性的交叉。它强调了数据驱动的人工智能(AI)方法,特别是物联网(IoT)和多模式数据分析在促进公平和可持续粮食系统方面的变革潜力。该研究观察了5只年龄在86至108天之间的猪,使用了一个记录心率、呼吸频率和加速度计数据的三联传感器。独特的实验设计在饲养期间的隔离和随后的配对之间交替进行,使研究压力引起的变化成为可能。关键问题包括隔离与配对设置期间心率数据的识别模式、呼吸频率的波动以及隔离或配对引起的行为变化。该研究还探讨了步态异常的潜在检测,猪的年龄与其步态或活动模式之间的相关性,以及猪的行走能力随年龄的演变。这篇论文仔细研究了加速度计数据,以检测猪在配对时的活动变化,这可能表明压力或攻击性增加。它还研究了猪对交替隔离和配对的适应情况,以及它们的心率、呼吸率和活动数据如何反映这一过程。该研究考虑了影响猪生理参数的其他重要变量,如一天中的时间和隔离时间。传感器数据进一步用于识别进食、隔离或配对期间的行为模式。总之,本研究将物联网和多模态数据分析作为猪福利研究的一种开创性方法。它强调了技术在了解猪的整体福利,特别是压力水平和步态质量方面的巨大潜力,以及数据驱动的洞察力在促进公平、健康和环保的畜牧生产系统方面的力量。
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引用次数: 1
The Impact of High-Standard Farmland Construction Policy on Grain Quality from the Perspectives of Technology Adoption and Cultivated Land Quality 高标准农田建设政策对粮食质量的影响——以技术采用和耕地质量为视角
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091702
Yanling Gong, Yingliang Zhang, Yu Chen
The shift from increasing grain production to improving grain quality is a key measure to adapt to the changing structure of residents’ food consumption demand. High-standard farmland construction is an important means to achieve high grain production and excellent quality. To estimate the intervention effect of high-standard farmland construction policy, this paper analyzes it from the perspective of policy evaluation. The continuous DID model, moderating effect model, and the mediating effect model are used to systematically analyze the mechanism of high-standard farmland construction policy and its influence on grain quality. The findings are as follows: (1) The high-standard farmland construction policy has a significant promoting effect on grain quality, and the interaction coefficient of policy implementation is 0.074. is the results are still significant under the robustness test of lagging the explanatory variable by one period, replacing the core explanatory variable, changing the timing of policy implementation, and eliminating the interference of other relevant policies. (2) The adoption of environmentally friendly technology has played a positive moderating role in the process by which high-standard farmland construction policy promotes grain quality, with a moderating effect of 0.044. (3) The high-standard farmland construction policy can improve grain quality by improving cultivated land quality and adoption level of agricultural mechanization. (4) Heterogeneity analysis shows that high-standard farmland construction policy in major grain-producing areas and also non-major grain-producing areas can increase grain quality; the implementation of the policy has a more obvious effect on improving grain quality in areas with low distribution of grain quality. Accordingly, it is suggested to continue to promote high-standard farmland construction and implement special actions for farmland protection, focus on key technologies, encourage farmers to adopt environment-friendly technologies, accelerate the cultivation of diversified agricultural machinery service entities, and enhance the abilities of agricultural mechanization operations. This study provides a new perspective for improving grain quality and proves that a high-standard farmland construction policy is an important strategy for increasing grain quality.
从增加粮食产量转向提高粮食品质,是适应居民粮食消费需求结构变化的重要举措。高标准农田建设是实现粮食高产优质的重要手段。为了评估高标准农田建设政策的干预效果,本文从政策评价的角度进行了分析。采用连续DID模型、调节效应模型和中介效应模型,系统分析了高标准农田建设政策的机制及其对粮食质量的影响。结果表明:(1)高标准农田建设政策对粮食品质有显著的促进作用,政策执行的交互系数为0.074。即在解释变量滞后一个周期、替换核心解释变量、改变政策实施时间、消除其他相关政策干扰的稳健性检验下,结果仍然显著。(2)环境友好型技术的采用对高标准农田建设政策对粮食质量的提升起到正向调节作用,调节效应为0.044。(3)高标准农田建设政策可以通过提高耕地质量和农业机械化采用水平来提高粮食质量。(4)异质性分析表明,无论是主产区还是非主产区,高标准农田建设政策都能提高粮食品质;在粮食品质分布较低的地区,该政策的实施对改善粮食品质的效果更为明显。据此,建议继续推进高标准农田建设和实施农田保护专项行动,聚焦关键技术,鼓励农民采用环境友好型技术,加快培育多元化农机服务主体,提高农业机械化作业能力。本研究为提高粮食品质提供了新的视角,证明了高标准农田建设政策是提高粮食品质的重要策略。
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引用次数: 0
Evaluation of the Economic and Environmental Sustainability of Livestock Farms in Inland Areas 内陆地区养殖场经济和环境可持续性评价
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091708
Michele Cerrato, A. Iaşi, Federica Di Bennardo, M. Pérgola
The present research aimed to evaluate the economic and environmental sustainability of livestock farms in inland areas of the Cilento, Vallo di Diano and Alburni National Park (Southern Italy) and the convenience and possibility of activating forms of local economies. The study involved three types of grazing husbandries: one with only sheep and goats; one with only cattle; and one mixed, namely with cattle, sheep and goats. The profitability of the analyzed farms was compared through their gross profit and the net income of the farmer. To evaluate the convenience of the farms under study to activate forms of a short supply chain, the transformation value of the milk was used as the reference parameter. The environmental impact per farm and per adult bovine unit was assessed through the LCA methodology. The economic analysis showed that the survival of the analyzed farms is essentially linked to public subsidies, which in some cases represent more than 75% of the total output. Family enterprise plays a fundamental role in management decisions, in the size of animal breeding, and in investment decisions. Referring to environmental impacts, the analysis showed a lower sustainability of cattle farming, mainly due to the higher methane emissions during enteric fermentation. Despite all this, the ecosystem services provided by these semi-extensive farms in inland areas are significant, and therefore economic and environmental analyses should take them into account to enhance them and encourage farmers to remain in these often marginal areas.
本研究旨在评估意大利南部Cilento、Vallo di Diano和Alburni国家公园内陆地区牲畜养殖场的经济和环境可持续性,以及激活当地经济形式的便利性和可能性。这项研究涉及三种类型的放牧农场:一种只有绵羊和山羊;只有牛的人;一种是混合的,即牛、绵羊和山羊。通过分析农场的毛利和农民的净收入来比较农场的盈利能力。为了评估所研究的农场激活短供应链形式的便利性,牛奶的转化值被用作参考参数。通过LCA方法评估了每个农场和每个成年牛单位的环境影响。经济分析表明,所分析的农场的生存基本上与公共补贴有关,在某些情况下,公共补贴占总产量的75%以上。家族企业在管理决策、动物养殖规模和投资决策中发挥着基础性作用。在环境影响方面,分析显示养牛业的可持续性较低,主要原因是肠道发酵过程中甲烷排放量较高。尽管如此,内陆地区这些半粗放农场提供的生态系统服务是重要的,因此经济和环境分析应考虑到这些服务,以加强这些服务,并鼓励农民留在这些往往是边缘地区。
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引用次数: 0
Influence Relationship between Online News Articles and the Consumer Selling Price of Agricultural Products—Focusing on Onions 网络新闻文章对农产品消费者销售价格的影响关系——以洋葱为例
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091707
Jiyoung Ha, Seunghyun Lee, Sangtae Kim
This study aimed to verify the influence relationship between the news articles on onions produced in Korea and the consumer selling price of onions. The analysis methods were the LDA topic modeling technique and the multiple regression analysis. As a result of the analysis, a total of eight topics were found in onion-related news articles. This study analyzed which articles out of the eight topics affected the consumer selling price of onions. As a result, Topic 1 (hypermarket onion sales-related articles), Topic 5 (onion supply and demand stabilization measures), and Topic 6 (inflation) had a statistically significant influence relationship. These results meant that as the number of hypermarket-related articles increased, the consumer selling price increased, and as the macroeconomic articles such as supply and demand stabilization measures and inflation increased, the selling price decreased. The significance of this study was that it revealed that news articles related to onions did not affect the selling price in the consumer market as a whole, and that only the articles directly related to the consumption market (distributors, macroeconomic indicators, etc.) had an effect.
本研究旨在验证有关韩国产洋葱的新闻报道与洋葱消费者销售价格之间的影响关系。分析方法为LDA主题建模技术和多元回归分析。分析结果显示,在与洋葱相关的新闻文章中,共发现了8个话题。本研究分析了8个主题中哪些文章影响了洋葱的消费者销售价格。因此,Topic 1(大卖场洋葱销售相关文章)、Topic 5(洋葱供需稳定措施)和Topic 6(通货膨胀)具有统计学显著的影响关系。这些结果表明,随着大卖场相关物品数量的增加,消费者的销售价格也随之上升,而随着供需稳定措施、通货膨胀等宏观经济物品的增加,销售价格则有所下降。本研究的意义在于,它揭示了与洋葱相关的新闻文章对消费市场的整体销售价格没有影响,只有与消费市场直接相关的文章(经销商、宏观经济指标等)才有影响。
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引用次数: 0
Determination of Material and Interaction Properties of Granular Fertilizer Particles Using DEM Simulation and Bench Testing 利用DEM模拟和台架试验确定颗粒肥料颗粒的物质和相互作用特性
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091704
X. Lei, Wencheng Wu, X. Deng, Tao Li, Hongnan Liu, Jinyue Guo, Ju Li, Peixu Zhu, Ke Yang
The discrete element method (DEM) is an effective tool for obtaining qualitative and quantitative information on particle motion, which aids in the design and optimization of agricultural equipment structures. The accuracy of the DEM simulation parameters significantly impacts the simulation results. This study employed a combination of high-speed camera measurement, DEM simulation, and validation tests to determine the material and interaction property parameters for fertilizer particles. The basic parameters (triaxial size, bulk density, density, and coefficient of static friction) and coefficients of restitution between fertilizer and material were measured for three fertilizer varieties. There was a significant difference in the angle of repose between various material plates and fertilizer particles. The calibration values of coefficients of restitution and coefficients of rolling friction between fertilizer particles were optimized using the Box–Behnken method. The angle of repose was significantly affected by the coefficient of static friction and the coefficient of rolling friction between the fertilizer particles. The determined values for the coefficient of restitution, coefficient of static friction, and coefficient of rolling friction between the fertilizer particles were 0.323, 0.381, and 0.173, respectively. The error in the angle of the repose test was less than 3.0%, and the variation coefficient for each row consistency was less than 1.68 percentage points under the optimal simulation parameters. DEM simulations of the angle of repose and each row consistency variation coefficient test using the measured parameters can accurately predict the experimental results. The findings of this paper provide a theoretical basis for the DEM study of fertilizer particles.
离散元法(DEM)是获得颗粒运动的定性和定量信息的有效工具,有助于农业装备结构的设计和优化。DEM模拟参数的准确性对模拟结果影响很大。本研究采用高速相机测量、DEM模拟和验证试验相结合的方法,确定了肥料颗粒的物质和相互作用特性参数。测定了3个肥料品种的基本参数(三轴尺寸、堆积密度、密度、静摩擦系数)和肥料与物料之间的恢复系数。不同料板与肥料颗粒之间的休止角有显著差异。采用Box-Behnken方法对恢复系数和颗粒间滚动摩擦系数的定标值进行了优化。肥料颗粒间的静摩擦系数和滚动摩擦系数对休止角有显著影响。肥料颗粒间恢复系数、静摩擦系数和滚动摩擦系数的测定值分别为0.323、0.381和0.173。在最优模拟参数下,休止试验角度误差小于3.0%,每行一致性变异系数小于1.68个百分点。利用实测参数进行休止角DEM模拟和各排一致性变异系数测试,可以较准确地预测实验结果。本文的研究结果为肥料颗粒的DEM研究提供了理论依据。
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引用次数: 0
An Environmental and Economic Analysis of Strawberry Production in Southern Italy 意大利南部草莓生产的环境与经济分析
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091705
M. Pérgola, A. Maffia, Giuseppe Carlucci, A. Persiani, A. M. Palese, M. Zaccardelli, Gessica Altieri, G. Celano
This paper aims to provide an evaluation of the environmental and economic aspects of strawberry cultivation in the Campania and Basilicata regions of Southern Italy, and to consider the effects on strawberry productivity following compost tea (CT) application. Eight strawberry-growing systems were tested. To this end, compost tea production and characterization were described; a quantitative analysis of the strawberries’ yield was performed, and environmental impact per ha and per kg of strawberries was estimated using the life cycle assessment methodology. To compare the profitability of the systems analyzed, the gross profit of the farmers was calculated, also considering the social cost of pollution. One of the two organic systems analyzed, using solarization for soil disinfestation, biological fight for pest control, and corrugated boxes as packaging recycled at the end-of-life, was the most sustainable system with carbon credits. At the same time, organic crops are not always the most sustainable and profitable systems if significant irrigation and fertigation interventions are carried out, as in another organic system analyzed. Plastic materials and zinc structures were the most impacting items in almost all analyzed systems. The use of a CT with an elevated number of beneficial microorganisms with a high suppressive action allowed to obtain a good increase of the yield, in both systems that used it, and to have a higher gross profit. On the other hand, the validity of this technique was strongly linked to the finding of high-quality green compost.
本文旨在对意大利南部坎帕尼亚和巴西利卡塔地区草莓种植的环境和经济方面进行评估,并考虑施用堆肥茶(CT)对草莓产量的影响。对八种草莓种植系统进行了测试。为此,介绍了堆肥茶的生产和特性;对草莓的产量进行了定量分析,并利用生命周期评估方法估计了每公顷和每公斤草莓的环境影响。为了比较所分析的系统的盈利能力,计算了农民的毛利润,同时考虑了污染的社会成本。所分析的两种有机系统之一,使用日光进行土壤消毒,生物对抗害虫,并在使用寿命结束时回收瓦楞纸箱作为包装,是具有碳信用的最可持续的系统。与此同时,如果像分析的另一个有机系统那样进行大量的灌溉和施肥干预,有机作物并不总是最可持续和最有利可图的系统。在几乎所有分析系统中,塑料材料和锌结构是影响最大的项目。使用具有高抑制作用的有益微生物数量增加的CT,可以在使用它的两个系统中获得良好的产量增加,并获得更高的毛利润。另一方面,这项技术的有效性与发现高质量的绿色堆肥密切相关。
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引用次数: 0
Estimation of Irrigation Water Use by Using Irrigation Signals from SMAP Soil Moisture Data 利用SMAP土壤水分数据估算灌溉用水量
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091709
Liming Zhu, Huifeng Wu, Min Li, Chaoyin Dou, A. Zhu
Accurate irrigation water-use data are essential to agricultural water resources management and optimal allocation. The obscuration presented by ground cover in farmland and the subjectivity of irrigation-related decision-making processes mean that effectively identifying regional irrigation water use remains a critical problem to be solved. In view of the advantages of satellite microwave remote sensing in monitoring soil moisture, previous studies have proposed a method for estimating irrigation water use using the satellite microwave remote sensing of soil moisture. However, the method is affected by false irrigation signals from soil moisture increases caused by non-irrigation factors, causing irrigation water use to be overestimated. Therefore, the purpose of this study is to improve the estimation of irrigation water use in drylands by using irrigation signals from SMAP soil moisture data. In this paper, the irrigation water use in Henan Province is estimated by using the irrigation signals from SMAP (soil moisture active and passive) soil moisture data. Firstly, a method for recognizing irrigation signals in soil moisture data obtained by microwave satellite remote sensing was used. Then, an estimation model of the amount of irrigation water (SM2Rainfall model) was built on each data pixel of the satellite microwave remote sensing of soil moisture. Finally, the amount of irrigation water utilized in Henan Province was estimated by combining the irrigation signals and irrigation water-use estimation model, and the results were evaluated. According to the findings, this study improved the estimation accuracy of irrigation water use by using the irrigation signals in Henan Province. The result of this study is of great importance to accurately obtain irrigation water use in the region.
准确的灌溉用水数据对农业水资源管理和优化配置至关重要。农田地被覆盖的隐蔽性和灌溉决策过程的主观性意味着有效识别区域灌溉用水仍然是一个亟待解决的关键问题。鉴于卫星微波遥感在土壤水分监测方面的优势,已有研究提出了利用卫星微波遥感土壤水分估算灌溉用水量的方法。然而,该方法受非灌溉因素引起的土壤水分增加所产生的虚假灌溉信号的影响,导致灌溉用水量被高估。因此,本研究的目的是利用SMAP土壤水分数据中的灌溉信号来改进旱地灌溉用水量的估算。本文利用SMAP (soil moisture active and passive soil moisture)土壤水分数据的灌溉信号,估算了河南省灌溉用水量。首先,采用微波卫星遥感土壤水分数据中灌溉信号的识别方法。然后,基于卫星微波遥感土壤湿度的每个数据像元,建立灌溉水量估算模型(SM2Rainfall模型)。最后,结合灌溉信号和灌溉用水量估算模型对河南省灌溉用水量进行估算,并对结果进行评价。根据研究结果,本研究提高了利用河南省灌溉信号估算灌溉用水量的精度。研究结果对准确获取该地区灌溉用水量具有重要意义。
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引用次数: 0
The Impact of Climate Change on the Urban–Rural Income Gap in China 气候变化对中国城乡收入差距的影响
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-08-29 DOI: 10.3390/agriculture13091703
Yifeng Xie, Haitao Wu, Rui Yao
Based on the annual average climate data and economic and social data from 262 prefecture-level cities in China from 2001 to 2019, this paper explores the impact of climate change on urban–rural income inequality and its mechanisms using fixed-effects (FEs) and mediated-effects (MEs) models. This study finds that (1) climate change has an inverted U-shaped relationship with the urban–rural income disparity; (2) climate change can affect the urban–rural income disparity by influencing urban and rural income levels, the regional degree of urbanization, and the labor force employment structure; (3) the impact of climate change on the urban–rural income gap is heterogeneous in East, Center, and West China; and (4) extreme heat can widen the urban–rural income gap, and extreme drought can narrow the urban–rural income gap. Climate change has a significant impact on the urban–rural income gap, and there is a need to continue to promote urbanization and the optimization of the employment structure of the workforce, reduce the vulnerability of rural residents to climate change, and narrow the urban–rural income gap.
基于2001 - 2019年中国262个地级市的年平均气候数据和经济社会数据,采用固定效应和中介效应模型,探讨了气候变化对城乡收入不平等的影响及其机制。研究发现:(1)气候变化与城乡收入差距呈倒u型关系;(2)气候变化可以通过影响城乡收入水平、区域城市化程度和劳动力就业结构来影响城乡收入差距;③气候变化对城乡收入差距的影响在东、中、西部呈现异质性;④极端高温会扩大城乡收入差距,极端干旱会缩小城乡收入差距。气候变化对城乡收入差距影响显著,需要继续推进城镇化和优化劳动力就业结构,降低农村居民对气候变化的脆弱性,缩小城乡收入差距。
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Agriculture-Basel
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