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Assessment of Soil Characteristics Using a Three-Band Agricultural Digital Camera 用三波段农用数码相机评价土壤特性
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-08-11 DOI: 10.2478/quageo-2022-0029
Agnieszka Glinko, Cezary Kaźmierowski, J. Piekarczyk, Sławomir Królewicz
Abstract Remote sensing techniques based on soil spectral characteristics are the key to future land management; however, they still require field measurement and an agrochemical laboratory for the calibration of the soil property model. Visible and near-infrared diffuse reflectance spectroscopy has proven to be a rapid and effective method. This study aimed to assess the suitability of multispectral data acquired with the agricultural digital camera in determining soil properties. This 3.2-Mpx camera captures images in three spectral bands – green, red and near-infrared. First, the reference data were collected, which consist of 151 samples that were later examined in the laboratory to specify the granulometric composition and to quantify some chemical elements. Second, additional soil properties such as cation exchange capacity, organic carbon and soil pH were measured. Finally, the agricultural digital camera photograph was taken for every soil sample. Reflectance values in three available spectra bands were used to calculate the spectra indices. The relationships between the collected data were calculated using the independent validation regression model such as Cubist and cross-validation model like partial least square in R Studio. Additionally, different types of data normalisation multiplicative scatter correction, standard normal variate, min–max normalisation, conversion into absorbance] were used. The results proved that the agricultural digital camera is suitable for soil property assessment of sand and silt, pH, K, Cu, Pb, Mn, F, cation exchange capacity and organic carbon content. Coefficient of determination varied from 0.563 (for K) to 0.986 (for soil organic carbon). Higher values were obtained with the Cubist regression model than with partial least squares.
基于土壤光谱特征的遥感技术是未来土地管理的关键;然而,他们仍然需要实地测量和农化实验室来校准土壤性质模型。可见和近红外漫反射光谱已被证明是一种快速有效的方法。本研究旨在评估农业数码相机采集的多光谱数据在确定土壤性质方面的适用性。这款3.2 mpx的相机可以拍摄三种光谱波段的图像——绿色、红色和近红外。首先,收集了151个样品的参考数据,随后在实验室进行了检查,以确定颗粒组成并量化一些化学元素。其次,测量了土壤的其他性质,如阳离子交换量、有机碳和土壤pH。最后,对每个土壤样品进行农用数码相机拍摄。利用三个可用光谱波段的反射率值计算光谱指数。使用R Studio中的Cubist等独立验证回归模型和偏最小二乘等交叉验证模型计算所收集数据之间的关系。此外,还使用了不同类型的数据归一化(乘法散点校正、标准正态变量、最小-最大归一化、转换为吸光度)。结果表明,农用数码相机适用于砂土、粉土、pH、K、Cu、Pb、Mn、F、阳离子交换量和有机碳含量的土壤性质评价。土壤有机碳的决定系数为0.563 ~ 0.986。用立体回归模型比用偏最小二乘法得到更高的值。
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引用次数: 0
GIS-Based Land Cover Analysis and Prediction Based on Open-Source Software and Data 基于开源软件和数据的gis土地覆盖分析与预测
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-07-16 DOI: 10.2478/quageo-2022-0026
Wojciech Dawid, E. Bielecka
Abstract The study aims at land cover prediction based on cellular automata and artificial neural network (CA-ANN) method implemented in the Methods Of Land Use Change Evaluation (MOLUSCE) tool. The Tricity region and the neighbouring counties of Gdański and Kartuzy were taken as the research areas, and coordination of information on the environment (CORINE Land Cover, CLC, CLMS 2022) data for 2006, 2012 and 2018 were used to analyse, simulate and predict land cover for 2024, the next reference year of the CORINE inventory. The results revealed an increase in artificial surfaces, with the highest value during the period 2006–2012 (86.56 km2). In total, during the period 2006–2018, the growth in urbanised area amounted to 95.37 km2. The 2024 prediction showed that artificial surfaces increased by 9.19 km2, resulting in a decline in agricultural land.
摘要研究了基于元胞自动机和人工神经网络(CA-ANN)的土地覆盖预测方法,并将其应用于土地利用变化评价方法(Methods Of land Use Change Evaluation, MOLUSCE)工具中。以Tricity地区及其邻近的Gdański和Kartuzy县为研究区,利用2006年、2012年和2018年的环境信息(CORINE Land Cover, CLC, CLMS 2022)数据对2024年(CORINE清单的下一个参考年)的土地覆盖进行分析、模拟和预测。结果表明:人工地表面积呈增加趋势,以2006-2012年为最大值(86.56 km2);总体而言,2006-2018年期间,城市化面积增长了95.37平方公里。2024年预测人工地表面积增加9.19 km2,导致农业用地减少。
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引用次数: 2
A Spatial Model of Forest Area in the Middle Ages Based on Historical, Archaeological and Geographic Data: A Case Study of 13th-Century Chełmno Land (North-Central Poland) 基于历史、考古和地理数据的中世纪森林面积空间模型——以13世纪Chełmno土地(波兰中北部)为例
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-07-16 DOI: 10.2478/quageo-2022-0025
P. Molewski
Abstract The settlement established under German law in Chełmno Land in the 13th century, the resultant changes in the structure of agriculture and land cultivation techniques, and the growing demand on wood as timber, fuel and raw materials for crafts, all combined to contribute to the significant deforestation of the territory. The extent of this deforestation remains conjectural. The purpose in creating a model of forest area in 13th-century Chełmno Land was to attempt to reconstruct it and determine its size and, consequently, to verify hypotheses concerning the scale and the ultimate end of deforestation in the research area. The spatial model is based on published historical and archaeological data relating to selected components of the geographical environment that pertain to the forest area. A retrogressive method combined with Multi-Criterion Evaluation (MCE) was used to build a forest area model. The basic platform for collecting, analysing and visualising spatial data was the geographic information system (GIS). The presented estimates indicate that the forest area of Chełmno Land in the 13th century was larger than had previously been assumed, at about 20–25% of the entire territory.
13世纪根据德国法律在Chełmno土地上建立的定居点,导致农业结构和土地耕作技术的变化,以及对木材、燃料和工艺原料的需求不断增长,所有这些都导致了该地区的严重森林砍伐。这种森林砍伐的程度仍然是猜测。创建13世纪Chełmno土地森林面积模型的目的是试图重建它并确定其大小,从而验证有关研究区域森林砍伐规模和最终结局的假设。空间模型是基于与森林地区地理环境的选定组成部分有关的已发表的历史和考古数据。采用多准则评价(MCE)相结合的回归方法建立森林面积模型。收集、分析和可视化空间数据的基本平台是地理信息系统(GIS)。提出的估计表明,13世纪Chełmno土地的森林面积比以前假设的要大,约占整个领土的20-25%。
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引用次数: 0
Storm Surges Versus Shore Erosion: 21 Years (2000–2020) of Observations on the Świna Gate Sandbar (Southern Baltic Coast) 风暴潮与海岸侵蚀:Świna门沙洲(波罗的海南部海岸)21年(2000-2020年)观测
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-07-09 DOI: 10.2478/quageo-2022-0023
T. Łabuz
Abstract Based on observations spanning 21 years (2000–2020), the article studies the effects of storm surges on the shore of the Świna Gate Sandbar in the southern part of the Pomeranian Bay (southern Baltic Sea). Impacts of selected maximum storm surges in each year were assessed with respect to morphological data collected on the beach and the foredune. The data included parameters of beach-dune erosion as measured along a beach transect before and after each surge. Differences and trends in the shore erosion were related to the sea level (SL), duration of a storm surge [highest storm sea level (HSL) > 1 m], wind-wave sector and wave run-up. The relationships were explored using a simple correlation analysis. The most serious erosion was observed during the heaviest surges [HSL > 1.3 m above the mean sea level (AMSL)], with a wave run-up higher than 3.2 m AMSL. Such surges occurred at about 2-year intervals. The average SL during a surge was 1.2 m AMSL, with a run-up of 2.6 m AMSL. The beach and the lower part of the shore, below that level, were eroded each year. The heaviest surges resulted in an average 5.2 m and 7.0 m dune retreat on the high-beach-accumulative shore and on the low-beach-erosive shore, respectively. The dune was not eroded when the beach height exceeded the wave run-up. The heaviest surges eroded away 12–14 m3 of the beach sand volume. The shore erosion was found to be related to the storm surge duration, the maximum SL, the run-up and the beach height prior to the surge.
摘要基于2000-2020年21年的观测资料,研究了风暴潮对波罗的海南部波美拉尼亚湾南部Świna Gate沙洲海岸的影响。根据在海滩和前丘收集的形态数据,评估了每年选定的最大风暴潮的影响。这些数据包括每次浪涌前后沿海滩样带测量的海滩-沙丘侵蚀参数。海岸侵蚀的差异和趋势与海平面(SL)、风暴潮持续时间[最高风暴潮海平面(HSL) >.1 m]、风浪扇形和浪高有关。通过简单的相关分析探讨了两者之间的关系。在浪高最高时[HSL >高于平均海平面1.3 m],浪高超过平均海平面3.2 m时,侵蚀最为严重。这种激增大约每两年发生一次。峰值期间的平均长度为1.2米,峰值为2.6米。海滩和低于这个水平面的海岸下部每年都受到侵蚀。浪涌最大时,高滩积岸和低滩侵蚀岸的沙丘退缩量分别为5.2 m和7.0 m。当滩高超过浪高时,沙丘未被侵蚀。最大的浪涌侵蚀了12-14立方米的海滩沙体积。发现海岸侵蚀与风暴潮持续时间、最大SL、风暴潮前的爬高和海滩高度有关。
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引用次数: 2
Precipitation Amounts Triggering Landslide Processes in the Western Part of the Nałęczów Plateau (Lublin Upland, Poland) Nałęczów高原西部(波兰卢布林高地)降水触发滑坡过程
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-25 DOI: 10.2478/quageo-2022-0024
P. Demczuk, T. Zydroń, T. Szafran
Abstract This study covers the western part of Poland’s loess Nałęczów Plateau (Kazimierz Dolny, Zbędowice). Mass movements in the Lublin Upland occur during periods of increased precipitation or after a snowy and cold winter. To date, there are no comprehensive studies on active (precipitation, hydrology, vegetation, land use, anthropogenic factors) or passive factors (lithology, slope angle) causing such geohazards in this region. This area’s formations are characterised by high sensitivity to even small changes in moisture content; thus, their geotechnical parameters deteriorate as a result of precipitation or rising groundwater levels. The calculations in this study were chosen to determine the time necessary for ground response to external factors, in addition to determining the impact of these factors on decreases in the factor of safety (FS). Based on calculations in GeoStudio software, the impacts of rainfall totals and duration on slope failure, interpreted as an event where the FS falls below 1.0, were analysed. Accordingly, the threshold rainfall value was determined as the total rainfall at the time of slope failure. The study’s results indicate that loess covers are characterised by average water permeability, relatively high internal friction angles and low cohesion, which, combined with high slope inclination, favour landslide formation even when the slope is only partially saturated. The most unfavourable stability conditions occur at the beginning of spring, indicating that loess stability is significantly affected by snowmelt and precipitation at the beginning of the vegetation season, as well as the occurrence of episodic intense precipitation during the summer.
本研究以波兰西部黄土Nałęczów高原为研究对象(Kazimierz Dolny, Zbędowice)。卢布林高地的团块运动发生在降水增加或多雪和寒冷的冬季之后。迄今为止,尚未对该地区造成此类地质灾害的主动因素(降水、水文、植被、土地利用、人为因素)或被动因素(岩性、坡角)进行全面的研究。该地区地层的特点是对水分含量的微小变化高度敏感;因此,由于降水或地下水位上升,它们的岩土参数会恶化。选择本研究中的计算是为了确定地面响应外部因素所需的时间,以及确定这些因素对安全系数(FS)下降的影响。基于GeoStudio软件的计算,分析了降雨总量和持续时间对边坡破坏的影响,将其解释为FS低于1.0的事件。据此,确定阈值降雨量为边坡失稳时的总降雨量。研究结果表明,黄土覆盖层具有平均透水性、较高内摩擦角和较低黏聚力的特点,加之边坡倾角较大,即使边坡仅部分饱和,也有利于滑坡的形成。最不利的稳定性条件出现在春初,表明黄土稳定性受植被季初融雪和降水以及夏季偶发性强降水的影响显著。
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引用次数: 0
Impact of the Tengiz Oil Field on the State of Land Cover 坦吉兹油田对土地覆盖状况的影响
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-01 DOI: 10.2478/quageo-2022-0022
A. Koshim, A. Sergeyeva, A. Yegizbayeva
Abstract The study of the transformation of natural complexes in areas with a developed infrastructure for oil subsurface use is a prerequisite condition for solving the environmental problems of oil-producing regions. Located in the territory of the Atyrau Region in Western Kazakhstan, the Tengiz oil field is one of the largest oil fields in the world. The field has been under intensive development for more than 40 years and is characterised by a large volume of anthropogenic load, which contributes to a significant transformation of the landscape complex. The purpose of this study is to investigate the dynamics of landscape changes in the territory of the Tengiz field and to assess its ecological condition. Based on the materials from many years of research, the features of the Tengiz field and the main technogenic sources affecting the landscape complex were identified. Several quantitative indicators characterising the anthropogenic load were calculated based on satellite images. On the basis of Landsat – 5 TM, 7 ETM+ and 8 OLI and Sentinel-2A (S2A) data, the vegetation index of land cover was calculated using normalised difference vegetation index (NDVI), demonstrating the dynamics of landscape changes in the period from 1990 to 2020. The obtained results show that the areas of some landscape components continue to deteriorate. For example, the area of open soil in 2020 decreased due to the withdrawal of these areas for industrial facilities, which increased by 2.2 times by 2020 due to intensive field development. This study demonstrates the importance of monitoring and studying desert landscape complexes under active anthropogenic impact to ensure the sustainable development of territories.
研究石油地下利用基础设施发达地区自然复合体的改造,是解决油区环境问题的前提条件。Tengiz油田位于哈萨克斯坦西部的阿特劳地区,是世界上最大的油田之一。该领域已经进行了超过40年的密集开发,其特点是大量的人为负荷,这有助于景观综合体的重大转变。本研究的目的是调查腾吉兹地区的景观变化动态,并对其生态状况进行评价。在多年研究资料的基础上,确定了天吉兹地区的特征和影响该景观综合体的主要技术成因。根据卫星图像计算了几个表征人为负荷的定量指标。基于Landsat - 5 TM、7 ETM+和8 OLI和Sentinel-2A (S2A)数据,利用归一化植被指数(NDVI)计算了1990 - 2020年土地覆盖植被指数,揭示了景观变化的动态特征。结果表明,部分景观成分的面积持续恶化。例如,由于工业设施撤出,2020年露天土壤面积减少,而由于集约化开发,到2020年露天土壤面积增加了2.2倍。研究结果表明,在人为活动影响下,监测和研究荒漠景观复合体对于确保土地的可持续发展具有重要意义。
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引用次数: 2
Demographic Analysis of the Makkah Province for the Purpose of Evaluating the Balance of the Urban System 评估城市系统平衡的麦加省人口统计分析
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-01 DOI: 10.2478/quageo-2022-0019
Amani Derbali, A. Farhi
Abstract Reaching a well-adjusted population distribution is a major challenge for urban settlements. Various research works have been focusing on evaluating the demographic balance of urban systems worldwide. Regularities in population distribution among urban settlements have been noticed and confirmed by empirical studies in the contemporary era. These studies assert that both rank of a city in the demographic hierarchy and its population size are proportionally correlated in a balanced urban system. It has been proved that this correlation is established according to mathematical theories that have been scientifically identified and proved through in-depth research. This article aims to check the conformity of the population distribution of the Makkah Province to two main demographic, organisational theories. In this article, there will be an attempt to measure the variations, evaluate and assess the deviations, interpret the result thereof, and then compare the outcomes of the two methods applied on the Makkah Province.
摘要实现调整良好的人口分布是城市住区面临的一大挑战。各种研究工作一直致力于评估世界各地城市系统的人口平衡。当代的实证研究已经注意到并证实了城市住区人口分布的规律。这些研究表明,在一个平衡的城市系统中,城市在人口结构中的排名和人口规模都成比例相关。事实证明,这种相关性是根据经过深入研究科学识别和证明的数学理论建立的。本文旨在检验麦加省人口分布与两种主要的人口统计学和组织理论的一致性。在本文中,将尝试测量差异,评估和评估偏差,解释其结果,然后比较在麦加省应用的两种方法的结果。
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引用次数: 1
Comprehensive Assessment of Meta-Analysis and Contingent Valuation Technique for Sustainable Management of Wetland of Middle Ganga Plain 恒河中平原湿地可持续管理的元分析与条件评价技术综合评价
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-01 DOI: 10.2478/quageo-2022-0015
M. Biswas Roy, Abhishek Kumar, D. Chatterjee, Sudipa Halder
Abstract In this study, the functions and threats of Suraha Tal Wetland are identified by the stated preference method and weightage is given according to their rank. The objective of the study is to determine the total economic value of Suraha Tal Wetland. The direct value can be drawn from the market price and from a survey of the stakeholders. Suraha Tal Wetland is also famous for the presence of the Jai Prakash Narayan Birds Sanctuary, which makes it a biodiversity-enriched area. The indirect value has been drawn from a review of the literature on Suraha Tal Wetland and the relevance of this literature is justified through the comprehensive meta-analysis (CMA) software. The total valuation of the wetland has been calculated. The paper concludes with suggestions for a few management strategies for better wetland management.
摘要在本研究中,采用既定的偏好方法识别了苏拉哈塔尔湿地的功能和威胁,并根据其等级给出了权重。本研究的目的是确定苏拉哈塔尔湿地的总经济价值。直接价值可以从市场价格和利益相关者的调查中得出。Suraha Tal湿地也因Jai Prakash Narayan鸟类保护区而闻名,这使其成为一个生物多样性丰富的地区。间接价值来源于对Suraha Tal湿地文献的回顾,并通过综合荟萃分析(CMA)软件证明了这些文献的相关性。已计算出湿地的总估价。最后,本文提出了一些管理策略的建议,以更好地管理湿地。
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引用次数: 2
Regional Economic Integration and Its Impact on Income Distribution and the Poverty Level: The Case of the WAEMU Zone 区域经济一体化及其对收入分配和贫困水平的影响——以西非经货联盟地区为例
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-01 DOI: 10.2478/quageo-2022-0014
C. E. W. Yameogo, J. Omojolaibi
Abstract This study investigated the influence of regional economic integration (REI) on poverty reduction and the revenue distribution in the West African Economic and Monetary Union (WAEMU) over the period 1994–2018. The second generation panel unit root tests and the Westerlund panel cointegration test were employed for preliminary analysis. The elasticities of the variables were investigated using the Pooled Mean Group (PMG) approach. The results showed that REI reduced income inequality and increased the poverty rate. Moreover, the causal relationship revealed the presence of a bidirectional relationship between REI and poverty. The feedback causal effect operated between REI and remittances, while unidirectional causality runs from REI to income inequality, from economic growth per capita to income inequality, from remittances to poverty, from the control of corruption to income inequality, and from remittances to economic growth. Consequently, the study recommends an easing of governmental regional integration restrictions and provision of subsidies that help to increase the volume of trade and financial development while reducing poverty in the union.
摘要本研究调查了1994-2018年期间区域经济一体化对西非经济货币联盟(西非经货联盟)减贫和收入分配的影响。采用第二代面板单位根检验和Westerlund面板协整检验进行初步分析。变量的弹性使用集合均值组(PMG)方法进行研究。结果表明,REI减少了收入不平等,提高了贫困率。此外,因果关系揭示了REI与贫困之间存在双向关系。反馈因果效应在REI和汇款之间运作,而单向因果关系从REI到收入不平等,从人均经济增长到收入不公平,从汇款到贫困,从腐败控制到收入不平衡,从汇款对经济增长。因此,该研究建议放松政府的区域一体化限制,并提供补贴,以帮助增加贸易和金融发展的数量,同时减少联盟的贫困。
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引用次数: 1
A Year of Spatio-Temporal Clusters of COVID-19 in Indonesia 印度尼西亚新冠肺炎时空集群年
IF 1 Q3 Earth and Planetary Sciences Pub Date : 2022-06-01 DOI: 10.2478/quageo-2022-0013
J. Jumadi, V. N. Fikriyah, H. Z. Hadibasyir, K. Priyono, M. Musiyam, A. Mardiah, A. Rohman, H. Hasyim, M. Ibrahim
Abstract Coronavirus disease-2019 (COVID-19) in Indonesia began to appear on March 2, 2020 and led to a number of fatalities. Spatial analysis is important to study the spatio-temporal trend of COVID-19 cases and fatalities to get a better understanding of the spread as well as to mitigate it. However, such a comprehensive study at national level is not to be seen in Indonesia with limited health infrastructure. This study aims to analyse the spatio-temporal distribution and clusters of COVID-19 in Indonesia for a year period. COVID-19 cases, as well as the fatalities as a consequence of this disease, were collected from the government through publicly shared data. A geographic information system (GIS) was used to manage and analyse the data on demographics, cases, and fatalities. The case fatality rate (CFR) was produced based on the number of cases and deaths per province weekly. The spatio-temporal data of both cases and fatalities were generated from the data. Finally, K-means clustering was employed to classify the cluster of Indonesia based on the proportion of vulnerable age groups, cases, and CFR. The results show that most of the provinces in Indonesia are affected by COVID-19, but the fatalities are not distributed evenly throughout the country. Based on the K-means clustering, two provinces are classified as moderate, namely the Province of East Kalimantan and North Kalimantan. The Province of Jakarta is classified as high, because the vulnerable age group there is highly correlated with the number of cases and deaths.
摘要2019冠状病毒病(新冠肺炎)于2020年3月2日在印度尼西亚开始出现,并导致多人死亡。空间分析对于研究新冠肺炎病例和死亡人数的时空趋势至关重要,以更好地了解其传播并减轻其影响。然而,在卫生基础设施有限的印度尼西亚,这种国家层面的全面研究是不可能的。本研究旨在分析一年来新冠肺炎在印度尼西亚的时空分布和集群。新冠肺炎病例以及因该疾病造成的死亡人数是通过公开共享数据从政府收集的。地理信息系统(GIS)用于管理和分析人口统计、病例和死亡数据。病死率(CFR)是根据每周各省的病例数和死亡人数得出的。病例和死亡人数的时空数据都是根据这些数据生成的。最后,根据弱势年龄组、病例和CFR的比例,采用K-means聚类对印度尼西亚的聚类进行分类。结果显示,印度尼西亚大多数省份都受到新冠肺炎的影响,但死亡人数在全国的分布并不均匀。根据K-means聚类,有两个省被归类为中等,即东加里曼丹省和北加里曼丹州。雅加达省被列为高级别,因为那里的弱势年龄组与病例和死亡人数高度相关。
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引用次数: 2
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Quaestiones Geographicae
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