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The Perils of Misusing Remote Sensing Data: The Case of Forest Cover 误用遥感数据的危险:以森林覆盖为例
Pub Date : 2020-05-06 DOI: 10.2139/ssrn.3596173
L. Fergusson, S. Saavedra, Juan F. Vargas
Research on deforestation has grown exponentially due to the availability of satellite-based measures of forest cover. One of the most popular is Global Forest Change (GFC). Using GFC, we estimate that the Colombian civil conflict increases ‘forest cover’. Using an alternative source that validates the same remote sensing images in the ground, we find the opposite effect. This occurs because, in spite of its name, GFC measures tree cover, including vegetation other than native forest. Most users of GFC seem unaware of this. In our case, most of the conflicting results are explained by GFC’s misclassification of oil palm crops as ‘forest’. Our findings call for caution when using automated classification of imagery for specific research questions.
由于有了基于卫星的森林覆盖测量方法,关于森林砍伐的研究呈指数增长。其中最受欢迎的是全球森林变化(GFC)。使用GFC,我们估计哥伦比亚内战增加了“森林覆盖”。使用另一种来源来验证地面上相同的遥感图像,我们发现了相反的效果。之所以会出现这种情况,是因为尽管它的名字是GFC,但它测量的是树木覆盖,包括原生森林以外的植被。大多数GFC用户似乎没有意识到这一点。在我们的案例中,大多数相互矛盾的结果都可以用GFC将油棕作物错误地分类为“森林”来解释。我们的研究结果呼吁在使用图像自动分类进行特定研究问题时要谨慎。
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引用次数: 4
Common Factors and the Dynamics of Cereal Prices. A Forecasting Perspective 谷物价格的共同因素和动态。预测视角
Pub Date : 2020-05-05 DOI: 10.2139/ssrn.3593128
M. Kwas, Alessia Paccagnini, Micha l Rubaszek
This article investigates what determines the price dynamics of the main cereals: barley, maize, rice and wheat. Using an extensive dataset of monthly time series covering the years 1980 - 2019, we extract four different common factors explaining the dynamics of commodity prices, exchange rates, financial and macroeconomic indicators. Next, we examine whether these factors are useful in explaining the movements of cereal prices. We show that models incorporating all four factors outperform significantly the naive random walk model in out-of-sample forecasting competition, especially for longer horizons. However, they have only marginally better performance than a simpler model based on the commodity factor alone.
本文研究了决定大麦、玉米、水稻和小麦等主要谷物价格动态的因素。使用涵盖1980 - 2019年的每月时间序列的广泛数据集,我们提取了四个不同的共同因素,解释了商品价格、汇率、金融和宏观经济指标的动态。接下来,我们将检验这些因素是否有助于解释谷物价格的变动。我们表明,包含所有四个因素的模型在样本外预测竞争中表现明显优于朴素随机漫步模型,特别是对于更长的视野。然而,它们的表现只比仅基于商品因素的简单模型好一点点。
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引用次数: 3
The Value of Green Energy under Regulation Uncertainty 监管不确定性下的绿色能源价值
Pub Date : 2020-05-04 DOI: 10.2139/ssrn.3592711
J. Detemple, Y. Kitapbayev
We examine investments in power generation projects under policy uncertainty, when the investor has the choice between two alternative technologies, a gas-fired plant and a wind plant. Increased likelihood of subsidy withdrawal reduces the payoff from and postpones investments in the wind technology. Simultaneously, it accelerates investments in gas, thereby eliminating or further postponing investments in wind capacity. We show that this substitution phenomenon can be of first order importance: it can have a significant impact on the timing of investment, the wind premium, and the probability of investing in the wind technology. Our results provide new insights about the scope and impact of green energy regulation.
我们研究了政策不确定性下的发电项目投资,当投资者有两种替代技术,燃气发电厂和风力发电厂之间的选择。补贴取消的可能性增加,减少了对风能技术的投资回报,并推迟了投资。同时,它加速了对天然气的投资,从而消除或进一步推迟了对风力发电的投资。我们表明,这种替代现象可能具有一级重要性:它可以对投资时机、风能溢价和投资风能技术的概率产生重大影响。我们的研究结果为绿色能源监管的范围和影响提供了新的见解。
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引用次数: 16
The Pricing of Global Temperature Shocks in the Cost of Equity Capital 全球温度冲击在股权资本成本中的定价
Pub Date : 2020-04-26 DOI: 10.2139/ssrn.3585742
R. Gregory
Abstract Using an APT model where global temperature shocks are a systematically priced factor, the risk premium is significant and positive. Evidence is provided that positive exposure to temperature shocks is related to increasing CO2 emissions by industry. The global impact on the cost of equity could be as high as 2.8% per year, implying a global GDP loss of $2.2 Trillion per year due to global temperature shocks.
使用APT模型,其中全球温度冲击是一个系统定价因素,风险溢价显著且为正。有证据表明,正暴露于温度冲击与工业二氧化碳排放量的增加有关。全球气候变化对股权成本的影响可能高达每年2.8%,这意味着全球气温冲击每年将导致全球GDP损失2.2万亿美元。
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引用次数: 6
Encouraging Energy Efficiency: Product Labels Activate Temporal Tradeoffs 鼓励能源效率:产品标签激活时间权衡
Pub Date : 2020-04-15 DOI: 10.2139/ssrn.3576266
David J. Hardisty, Yoonji Shim, Daniel Sun, D. Griffin
The current research presents the "10-year energy cost" label as an effective nudge to increase energy efficient choices by retail consumers. Its efficacy is demonstrated in both lab and field studies (Studies 1a and 1b) and compared to other energy labels (Studies 4 and 5). The current work proposes that it is effective partly because many consumers have a latent "long-term dollar cost-reduction" goal. Normally, when consumers purchase energy using products, they do not think about long-term costs. However, the "10-year energy cost" label activates this latent goal in the presence of an appropriate behavioral path to achieving the goal, increasing the proportion of energy efficient choices (Studies 3 and 4). Thus, this nudge is somewhat selective, having its greatest impact on consumers who self-report actively pursuing long-term cost reduction goals (Study 5).
目前的研究表明,“10年能源成本”标签可以有效地推动零售消费者增加节能选择。其有效性在实验室和现场研究(研究1a和1b)中得到了证明,并与其他能量标签进行了比较(研究4和5)。目前的工作表明,它是有效的,部分原因是许多消费者有潜在的“长期美元成本降低”目标。通常情况下,当消费者购买使用能源的产品时,他们不会考虑长期成本。然而,“10年能源成本”标签激活了这个潜在的目标,存在一个适当的行为路径来实现目标,增加了节能选择的比例(研究3和4)。因此,这种推动是有选择性的,对那些自我报告积极追求长期成本降低目标的消费者影响最大(研究5)。
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引用次数: 12
State, Efficiency and Factors for Development of AKIS in Bulgaria 保加利亚AKIS的状态、效率和发展因素
Pub Date : 2020-04-12 DOI: 10.2139/ssrn.3574265
Hrabrin Bachev Храбрин Башев
Unlike in many other countries, in Bulgaria there are no comprehensive analysis of the state and evolution of the system of knowledge sharing, innovation and digitalization in agriculture (AKIS). The goal of this paper is to fill the gap and analyze the state, efficiency and factors of the agricultural knowledge sharing, innovation and digitalization in Bulgaria at current stage of development. Analysis is based on 2019 expert assessment with 32 leading experts from research institutes of the Agricultural Academy, Bulgarian Academy of Sciences, agrarian and other universities, National Agricultural Advisory Service, and major professional associations of agricultural producers. The study has found out that AKIS of the country consists of diverse and numerous organizations, for which activities and complex relations have no sufficient official or other reliable information. The expert assessments in that study let us identify the state, and major achievements and challenges in development in of that complex system. The lack of data however, only partially can be compensated by experts’ assessments of these type. It is also necessary to carry out in-depth and representative surveys of individual components and the AKIS as a whole. Furthermore, it is necessary to institutionalize and regulate collection of official statistical, report, etc. information for the state and efficiency of that important system.
与许多其他国家不同,保加利亚没有对农业知识共享、创新和数字化系统(AKIS)的现状和演变进行全面分析。本文旨在填补这一空白,分析保加利亚现阶段农业知识共享、创新和数字化的现状、效率和影响因素。该分析基于2019年的专家评估,来自农业科学院、保加利亚科学院、农业和其他大学、国家农业咨询服务处和主要农业生产者专业协会的32名主要专家。该研究发现,该国的AKIS由各种各样的组织组成,其活动和复杂的关系没有足够的官方或其他可靠的信息。该研究中的专家评估使我们确定了这一复杂系统的发展状况、主要成就和挑战。然而,数据的缺乏只能部分地由专家对这些类型的评估来弥补。也有必要对个别组成部分和整个AKIS进行深入和有代表性的调查。此外,有必要将官方统计、报告等信息的收集制度化和规范化,以保证这一重要系统的状态和效率。
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引用次数: 2
Who Chooses Functional Food?: Socio-Demographic Effects and Food Category Difference Estimated from Scanner-Panel Data 谁选择功能食品?:从扫描面板数据估计的社会人口统计学影响和食品类别差异
Pub Date : 2020-04-03 DOI: 10.2139/ssrn.3567617
Rin Futara, T. Hoshino
Functional foods have continuously spread in many countries. Japan is one of the largest functional food market in the world and the government approves them by scientific evidences. The country has managed functional food policies for around 30 years so that consumers in Japan are familiar with them. However, there is no research about the functional products in Japan using real purchasing log data from both marketing and policy viewpoints. This study is the first to reveal socio-demographic effects when consumers purchase functional foodstuff with a large amount of purchasing log data covering many different food categories. In addition, the differences among carriers were found and cluster analysis was conducted to clarify their differences. While previous studies using questionnaire-survey data report that socio- demographic characteristics have only minor impact on the acceptance of functional foods, it is found that socio-demographic factors affect the purchase of functional products in a real market environment. These results are useful and practical in consumer marketing and policy discussions.
功能食品在许多国家不断普及。日本是世界上最大的功能食品市场之一,政府以科学证据批准它们。日本已经管理了30年左右的功能性食品政策,因此日本消费者对这些政策很熟悉。然而,从市场营销和政策角度对日本功能性产品的实际采购日志数据进行研究尚属空白。本研究首次揭示了消费者购买功能食品时的社会人口效应,并收集了大量的购买日志数据,涵盖了许多不同的食品类别。此外,发现携带者之间的差异,并进行聚类分析以澄清其差异。虽然以往的研究使用问卷调查的数据报告,社会人口特征对功能食品的接受程度只有很小的影响,但我们发现,在真实的市场环境中,社会人口因素会影响功能产品的购买。这些结果对消费者营销和政策讨论具有实用价值。
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引用次数: 2
Appraisal of Agricultural Policy in the Sudan 苏丹农业政策评价
Pub Date : 2020-03-24 DOI: 10.2139/ssrn.3560093
I. Mohamed, Farah Adil, Dr Ayat Abubakr Mohamed
Policy: is a set of interrelated decision by actor(s) concerning the selection of goals and the means of achieving them within a specified situation where those decisions should, in principle, be within the power of those actors to achieve, as rational and theoretical product that replies to the demands of the powerful majority of the population. Public policies in the Sudan since independence in 1956 are generally a continuation of those adopted in colonial time of high government-led development, land acquisition, production controls and emphasis on irrigated agriculture. Land and crop taxes, especially indirect ones, formed the bulk of government budget revenue at that time. Agriculture is a cutting-edge sector of the economy that is both prosperous and innovative, yet the government has continued to ignore free-market principles by preserving an endless array of macroeconomic policies, credit and financing policy that centrally plan agriculture by controlling supply and thereby raising prices for consumers and increases the cost of production for producers. In general there are not a well-documented agricultural policies, but depending on the general economic policies that dictates the agricultural policies.
政策:是行为者关于在特定情况下选择目标和实现这些目标的手段的一系列相互关联的决定,这些决定原则上应该在这些行为者的权力范围内实现,作为回应人口中强大的大多数人的要求的理性和理论产品。自1956年独立以来,苏丹的公共政策总体上延续了殖民时期政府主导的发展、土地征用、生产控制和强调灌溉农业的政策。土地和农作物税,特别是间接税,构成了当时政府预算收入的主要部分。农业是经济的一个前沿部门,既繁荣又创新,但政府继续忽视自由市场原则,保留了一系列无休止的宏观经济政策、信贷和融资政策,通过控制供应来集中计划农业,从而提高了消费者的价格,增加了生产者的生产成本。一般来说,没有一个完善的农业政策,但取决于一般的经济政策,决定了农业政策。
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引用次数: 0
Influence of Scale Size on the Profitability of Cow’s Milk Production 奶牛生产规模对奶牛盈利能力的影响
Pub Date : 2020-03-16 DOI: 10.30858/zer/117749
A. Skarżyńska
The issue of profitability of the agricultural production is often discussed within the framework of the problems of agricultural economics. The study showed a diversification in the profitability of the milk production depending on the cow herd’s size and identified the main determinants of positive economic results. The studies were conducted on commodity farms, which have been grouped according to the production scale, the criterion of scale was the number of dairy cows in the herd. Three scale ranges have been identified, i.e. small, medium and large. The data of 2014 and 2017 was used for the analysis. What was examined was the effectiveness of feeding cows in the identified farm groups and the technical and economic efficiency of the milk production. The full costs of the milk production (i.e. economic costs) were assessed and income from management activity was calculated. The results of the analyses show that as the number of cows in the herd increases, their milk yield and the price of milk are increasing. Farms with a large number of cows in the herd incurred the lowest full costs of the milk production, while obtaining the highest income from management activity per 1 cow and per 1 litre of milk. The measure of the milk production’s economic efficiency was the profitability index (revenues-to-economic costs ratio), the highest was recorded for the large-scale milk production, for the small scale this index did not exceed the profitability threshold.
农业生产的盈利能力问题通常是在农业经济学的框架内讨论的。该研究表明,牛奶生产的盈利能力取决于奶牛群的规模,并确定了积极经济成果的主要决定因素。本研究以商品农场为研究对象,按生产规模进行分组,规模标准为奶牛群中奶牛的数量。确定了三个尺度范围,即小、中、大。使用2014年和2017年的数据进行分析。所检查的是在确定的农场群体中喂养奶牛的有效性以及牛奶生产的技术和经济效率。评估了牛奶生产的全部成本(即经济成本),并计算了管理活动的收入。分析结果表明,随着牛群中奶牛数量的增加,它们的产奶量和牛奶价格都在增加。拥有大量奶牛的农场生产牛奶的全部成本最低,而每头奶牛和每升牛奶的管理活动收入最高。衡量牛奶生产经济效率的指标是盈利指数(收入与经济成本之比),大规模牛奶生产的盈利指数最高,小规模牛奶生产的盈利指数没有超过盈利门槛。
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引用次数: 1
Agricultural Credits and Agricultural Productivity: Cross-Country Evidence 农业信贷与农业生产力:跨国证据
Pub Date : 2020-03-10 DOI: 10.1142/s0217590820440014
Unal Seven, Semih Tumen
We present cross-country evidence suggesting that agricultural credits have a positive impact on agricultural productivity. In particular, we find that doubling agricultural credits generates around 4–5% increase in agricultural productivity. We use two different agricultural production measures: (i) the agricultural component of GDP and (ii) agricultural labor productivity. Employing a combination of panel-data and instrumental-variable methods, we show that agricultural credits operate mostly on the agricultural component of GDP in developing countries and agricultural labor productivity in developed countries. This suggests that the nature of the relationship between agricultural finance and agricultural output changes along the development path. We conjecture that the development of the agricultural finance system generates entry into the agricultural labor market, which pushes up the agricultural component of GDP and keeps down agricultural labor productivity in developing countries; while, in developed countries, it leads to labor-augmenting increase in agricultural production. We argue that replacement of the informal credit channel with formal and advanced agricultural credit markets along the development path is the main force driving the labor market response.
我们提出了跨国证据,表明农业信贷对农业生产率有积极影响。特别是,我们发现农业信贷增加一倍会使农业生产率提高约4-5%。我们使用两种不同的农业生产指标:(i) GDP的农业组成部分和(ii)农业劳动生产率。采用面板数据和工具变量方法相结合的方法,我们表明农业信贷主要对发展中国家GDP的农业组成部分和发达国家的农业劳动生产率起作用。这表明农业金融与农业产出关系的性质随着发展路径的变化而变化。我们推测,发展中国家农业金融体系的发展促进了农业劳动力市场的进入,从而推高了农业占GDP的比重,压低了农业劳动生产率;而在发达国家,它导致农业生产的劳动力增加。我们认为,沿着发展路径,非正式信贷渠道被正式和先进的农业信贷市场所取代是推动劳动力市场反应的主要力量。
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引用次数: 18
期刊
Agricultural & Natural Resource Economics eJournal
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