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Prediction and Simulation of Land Use and Land Cover Changes Using Open Source QGIS. A Case Study of Purwokerto, Central Java, Indonesia 基于开源QGIS的土地利用/覆被变化预测与模拟以印尼中爪哇省普沃克尔托为例
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.68702
G. F. Ramadhan, I. N. Hidayati
Population size multiplies along with the increasing need for residential space. As often occurs in developing cities like Purwokerto, population growth is associated with land use/land cover (LULC) change to accommodate housing demand both in the present and future. Therefore, this study was intended to map LULC changes in three different years: 2008, 2013, and 2018, and predict the change in 2023. For LULC data extraction, a pixel-based digital classification with a maximum likelihood algorithm was applied to Landsat images. In addition, the LULC change prediction was modeled with Modules for Land Use Change Simulations (MOLUSCE) from the QGIS plugins. It used two algorithms: artificial neural network (ANN) with a multilayer perceptron (MLP) and cellular automata (CA). The LULC classifications for 2008, 2013, and 2018 were 88%, 86%, and 88% accurate, while the prediction was 75.26% accurate, with a kappa of 0.634. Predictions and simulations indicate fluctuations in LULC change in the City of Purwokerto periodically, especially for built-up land, showing growth that continues to increase significantly.
随着对居住空间需求的增加,人口规模成倍增长。正如在像普沃克尔托这样的发展中城市经常发生的那样,人口增长与土地利用/土地覆盖(LULC)的变化有关,以适应当前和未来的住房需求。因此,本研究拟绘制2008年、2013年和2018年三个不同年份的LULC变化图,并预测2023年的变化。对于LULC数据提取,采用基于像素的最大似然算法对Landsat图像进行数字分类。此外,利用QGIS插件中的土地利用变化模拟模块(MOLUSCE)对土地利用变化变化预测进行建模。它使用了两种算法:带有多层感知器(MLP)的人工神经网络(ANN)和细胞自动机(CA)。2008年、2013年和2018年的LULC分类准确率分别为88%、86%和88%,预测准确率为75.26%,kappa为0.634。预测和模拟表明,普沃克托市的土地利用价值变化呈周期性波动,特别是建成区的土地利用价值变化,显示出持续显著增长的趋势。
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引用次数: 2
Utilization of Gravimetric Satellite Data for Delineating of Subsurface Model of The Purwokerto-Purbalingga Groundwater Basin 利用卫星重力数据圈定Purwokerto-Purbalingga地下水盆地地下模型
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.72466
Sehah Sehah, U. N. Prabowo, S. A. Raharjo, Laila Ariska
The utilization of gravimetric satellite data has been carried out to delineate the subsurface model of the Purwokerto-Purbalingga Groundwater Basin. Access and processing of satellite gravity anomalies data were carried out to obtain the residual gravity anomalies data. Modeling of the residual gravity anomalies data was conducted along the AA′, BB′, and CC′ trajectories. The modeling results show a basin model filled by alluvial deposits (1.75 g/cm3 and 2.28 g/cm3) with a maximum depth of about 402 m for the AA′ trajectory, 543 m for the BB′ trajectory, and 463 m for the CC′ trajectory. The modeling results show that this alluvial basin is delimited by impermeable and semi-impermeable layers, which include laharic deposits of Slamet Volcano (2.61 g/cm3), andesite lava deposits (2.90 g/cm3), Tapak formation rocks (2.50 g/cm3), breccia rocks of Tapak formation (2.70 g/cm3), and breccia rocks of Halang formation (2.80 g/cm3). The fairly large thickness of alluvial deposits supported by dug-well water tables data and resistivity data indicates that the potential of groundwater in the Purwokerto-Purbalingga Groundwater Basin area is very large. The results of the study are expected to be a solution to overcome droughts that often occur in the Banyumas and Purbalingga regencies, as well as for the development of groundwater-based irrigation.
利用重力卫星数据绘制了Purwokerto Purbalingga地下水盆地的地下模型。对卫星重力异常数据进行了访问和处理,以获得剩余重力异常数据。沿AA′、BB′和CC′轨迹对剩余重力异常数据进行了建模。建模结果显示,由冲积沉积物(1.75 g/cm3和2.28 g/cm3)填充的盆地模型,AA′轨迹的最大深度约为402 m,BB′轨迹为543 m,CC′轨迹为463 m。建模结果表明,该冲积盆地由不渗透层和半不渗透层界定,包括Slamet火山的熔岩矿床(2.61g/cm3)、安山岩熔岩矿床(2.90g/cm3)、Tapak组岩石(2.50g/cm3)、Tapak组角砾岩(2.70g/cm3)和Halang组角砾岩岩石(2.80g/cm3)。由挖井地下水位数据和电阻率数据支持的相当大的冲积层厚度表明,Purwokerto Purbalingga地下水盆地区域的地下水潜力非常大。这项研究的结果有望成为克服Banyumas和Purbalingga县经常发生的干旱以及发展地下水灌溉的解决方案。
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引用次数: 0
Preliminary Study on the Use of Digital Surface Models for Estimating Vegetation Cover Density in Mountainous Area 数字地表模型在山区植被覆盖密度估算中的应用初探
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.60659
P. Danoedoro, Diwyacitta Dirda Gupita, Muhammad Zayyanul Afwani, H. A. Hadi, W. K. Mahendra
Digital surface model (DSM) has been widely available for mapping and was also sometimes used for mapping vegetation height. The authors conducted a preliminary study to evaluate the potential use of DSMs derived from ASTER, ALOS, and SRTM for estimating vegetation cover density in mountainous area.  This study used NDVI and SAVI vegetation indices, in addition to forest cover density (FCD) model as references for evaluation.  A DSM-based volume index (Volindex) concept is introduced, which is the product of the canopy height model (CHM) and the pixel area. CHM was derived from the value difference between the DSM and the reference DEM. The Volindex model was then compared with the NDVI, SAVI and FCD.  We found that all DSM-based Volindex models are not accurate enough to represent the vegetation cover density, although the ALOS Palsar-based Volindex could reach 41.53% accuracy and was finally used to predict the vegetation cover density.
数字地表模型(DSM)已广泛用于绘制地图,有时也用于绘制植被高度。作者进行了一项初步研究,以评估ASTER、ALOS和SRTM得出的DSMs在估计山区植被覆盖密度方面的潜在用途。本研究采用NDVI和SAVI植被指数以及森林覆盖密度(FCD)模型作为评价参考。引入了基于DSM的体积指数(Volindex)概念,该概念是冠层高度模型(CHM)和像素面积的乘积。CHM来源于DSM和参考DEM之间的数值差异。然后将Volindex模型与NDVI、SAVI和FCD进行比较。我们发现,所有基于DSM的Volindex模型都不足以准确地表示植被覆盖密度,尽管基于ALOS Palsar的Volindex可以达到41.53%的准确率,并最终用于预测植被覆盖密度。
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引用次数: 1
Quantifying spatiotemporal changes of the urban impervious surface of Dhaka District using Remote sensing Technology 利用遥感技术量化达卡地区城市防渗面时空变化
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.72506
Mahzabin Abbasi, Samsunnahar Popy, T. Yumin
Dhaka, the capital of Bangladesh, is one of the world's fastest-growing cities where imperviousness expanding in tandem. Therefore, accurate estimation of impervious surfaces is essential for urban planning and management. This paper attempts to quantify the changes of urban impervious surfaces in Dhaka district from 1990 to 2020 using remote sensing technology. Satellite images of 1990, 1995, 2000, 2005, 2010, 2015, and 2020 have been taken from the Landsat TM, ETM+, OLI sensor. Unsupervised classification with k-means clustering and three different RS indices NDVI, NDBI, and BUI was used to delineate the actual impervious area of Dhaka city. This study reveals that due to urbanization a net increase of 67.30 sq. miles impervious area is added to the existing amount over the study period. In 2020 total 300.749 sq. miles which contain 51.02% of the total land were occupied by impervious surfaces compared to the 233.446 sq. miles in 1990. Instantaneously taking appropriate strategies is crucial for sustainable urban growth.   
孟加拉国首都达卡是世界上发展最快的城市之一,这里的不透明性正在同步扩大。因此,准确估算不透水地表对城市规划和管理至关重要。本文试图利用遥感技术量化1990 - 2020年达卡地区城市不透水面的变化。1990年、1995年、2000年、2005年、2010年、2015年和2020年的卫星图像来自Landsat TM、ETM+和OLI传感器。采用k-means聚类的无监督分类和3种不同的RS指数NDVI、NDBI和BUI对达喀市实际不透水区域进行了圈定。该研究表明,由于城市化,土地净增加了67.30平方公里。在研究期间,不透水区域被添加到现有的数量上。到2020年,总面积将达到300.749平方米。不透水水面占总面积的51.02%,而不透水水面占总面积的233.446平方英里。迈尔斯在1990年。立即采取适当的战略对可持续城市增长至关重要。
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引用次数: 0
First-order analyses on the role of surface wind in the long-term contraction of the Indo-Pacific warm pool 地表风对印度太平洋暖池长期收缩作用的一阶分析
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.75502
Andreas Siswandi, Y. Djamil, R. Rachmayani, S. Y. Cahyarini, M. Hendrizan
Due to its high evaporation rate, the Indo-Pacific Warm Pool (IPWP) is one of the most important drivers of Indonesian weather and climate. Previous studies, based on the Sea Surface Temperature (SST) proxy records, suggest that IPWP in the mid-Holocene era (~6000 years ago) underwent a contraction (colder on its east-west perimeter and warmer on its center) compared to today’s condition. In this research, the role of surface wind in contracting the IPWP was analyzed by checking the coherency between changes in SST, wind-stress magnitude, and evaporation. The Climate Community System Model version 4 (CCSM4) simulated these three physical quantities under the pre-Industrial and mid-Holocene scenarios. In these simulations, an anti-phase relation between SST and wind-stress magnitude indicates an important role for a weaker surface wind in warming the SST in the center of the IPWP (South China Sea and Banda Sea), mainly during boreal autumn. However, a weaker surface wind did not seem to have simultaneously suppressed ocean evaporation to warm the SST, as shown by the phase-lag relation in their monthly climatology. On the other hand, colder SSTs on the east-west perimeter of the IPWP (western coast of Sumatra and northern coast of Papua) are unlikely to be associated with changes in the surface wind following a weak correlation between their SST and wind-stress magnitude  
由于其高蒸发率,印度-太平洋暖池(IPWP)是印尼天气和气候的最重要驱动因素之一。先前基于海面温度(SST)代理记录的研究表明,与今天的情况相比,全新世中期(约6000年前)的IPWP经历了收缩(东西向边缘较冷,中心较暖)。在这项研究中,通过检查SST、风应力大小和蒸发量变化之间的相关性,分析了地表风在收缩IPWP中的作用。气候群落系统模型第4版(CCSM4)模拟了工业化前和全新世中期情景下的这三个物理量。在这些模拟中,SST和风应力大小之间的反相关系表明,较弱的地表风在IPWP(南海和班达海)中心的SST变暖中发挥着重要作用,主要是在北方秋季。然而,较弱的表面风似乎并没有同时抑制海洋蒸发以温暖SST,正如他们每月气候学中的相位滞后关系所示。另一方面,IPWP东西向周边(苏门答腊西海岸和巴布亚北部海岸)较冷的SST不太可能与地表风的变化有关,因为它们的SST和风应力大小之间的相关性较弱
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引用次数: 0
Flood Risk Mapping Using GIS and Multi-Criteria Analysis at Nanga Pinoh West Kalimantan Area 基于GIS和多准则分析的南加比诺西加里曼丹地区洪水风险制图
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.69879
A. Purwanto, R. Rustam, Dony Andrasmoro, Eviliyanto Eviliyanto
Flood is one of the disasters that often hit various regions in Indonesia, specifically in West Kalimantan. The floods in Nanga Pinoh District, Melawi Regency, submerged 18 villages and thousands of houses. Therefore, this study aimed to map flood risk areas in Nanga Pinoh and their environmental impact. Secondary data on the slope, total rainfall, flow density, soil type, and land cover analyzed with the multi-criteria GIS analysis were used. The results showed that the location had low, medium, and high risks. It was found that areas with high, prone, medium, and low risk class are 1,515.95 ha, 30,194.92 ha, 21,953.80 ha, and 3.14 ha, respectively. These findings implied that the GIS approach and multi-criteria analysis are effective tools for flood risk maps and helpful in anticipating greater losses and mitigating the disasters.
洪水是经常袭击印度尼西亚各个地区的灾害之一,特别是在西加里曼丹。马拉维县南加比诺区的洪水淹没了18个村庄和数千所房屋。因此,本研究旨在绘制南加比诺的洪水危险区及其对环境的影响。利用多准则GIS对坡面、总降雨量、流量密度、土壤类型和土地覆盖等次生数据进行分析。结果表明,该地区有低、中、高风险。高、易发、中、低风险区分别为1515.95 ha、30194.92 ha、21953.80 ha、3.14 ha。这些结果表明,GIS方法和多准则分析是绘制洪水风险图的有效工具,有助于预测更大的损失和减轻灾害。
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引用次数: 2
Mapping Creative Amenities to Develop Tourism Potentials in a Post-Mining Area: A Case Study of Bantar Karet Village, Bogor Regency, Indonesia 绘制创造性便利设施以开发后矿区的旅游潜力——以印度尼西亚茂物县Bantar Karet村为例
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.52363
Umar Baihaqki
In the past five years, hundreds of villages across Java have practiced tourism, including Bantar Karet, which projects tourism as a new economic structure. It has hosted gold mine activities for years by involving many villagers in non-formal mining activities. However, the ban on illegal mining activities by the government led to a search for new ways for the villagers to earn a living, leading to the operation of tourist attractions. This research discussed the socio-spatial aspect of organizing tourism in Bantar Karet Village using the creative class theory, arguing for its ability to explain the relationship between physical space and rural community development. This argument was tested using empirical data acquired through a mix-methods strategy. These include fieldwork to identify the location of tourism potential within the village, interviews with residents, and focus group discussions with key stakeholder representatives. Tourism potentials were analyzed using four creative measures, namely population, process, product, and environment. The findings subsequently showed several creative tourism traits being developed, as well as an unequal opportunity for the community to participate in tourism activities. Although the benefits to the village are still concentrated in the proximity of tourist attractions, this research confirmed the ability of tourism to enhance rural attractiveness to the creative class, facilitating their entry as tourists, residents, or employees.
在过去的五年里,爪哇岛数百个村庄都在从事旅游业,其中包括班塔卡雷特,它将旅游业视为一种新的经济结构。多年来,它一直举办金矿活动,让许多村民参与非正规的采矿活动。然而,政府对非法采矿活动的禁令导致村民寻找新的谋生方式,导致旅游景点的运营。本研究利用创造性阶级理论讨论了班塔卡雷特村组织旅游的社会空间方面,认为其有能力解释物理空间与农村社区发展之间的关系。这一论点是使用通过混合方法策略获得的经验数据进行测试的。其中包括实地调查,以确定村庄内旅游潜力的位置,采访居民,以及与主要利益相关者代表进行焦点小组讨论。利用人口、过程、产品和环境四个创新指标对旅游潜力进行了分析。调查结果随后表明,旅游业的一些创造性特征正在发展,社区参与旅游活动的机会也不平等。尽管对村庄的好处仍然集中在旅游景点附近,但这项研究证实了旅游业有能力提高农村对创意阶层的吸引力,为他们作为游客、居民或员工进入提供便利。
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引用次数: 1
Normalized Difference Vegetation Index Analysis to Evaluate Corn Cultivation Technology Based on Farmer Participation 基于农民参与度的归一化差异植被指数分析法评价玉米种植技术
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.72632
F. Djufry, M. Farid, A. F. Adzima, M. Anshori, A. Yassi, Y. Musa, N. Nasaruddin, M. Aqil, H. Iswoyo, M. H. Jamil, Sakka Pati
An unmanned aerial vehicle (UAV), widely known as a drone, proves very effective in assessing cropping or crop cultivation. Its practical use in evaluating corn cultivation technology systems is feasible when based on farmer participation. UAV can generate the Normalized Difference Vegetation Index (NDVI) algorithm that reflects the greenness of leaves, which is a parameter related to photosynthesis and plant productivity. Therefore, the purpose of this study was to evaluate whether the participation-based UAV-derived NDVI could be effectively used to assess corn cultivation technology and determine the appropriate technology to be used in the cultivation. The research was conducted in Tarowang Village in Galesong Selatan District, Takalar Regency, South Sulawesi, Indonesia, using two plots, namely, mother trial and baby trial. The mother trial applied a randomized block design in which eight packages of corn cultivation technology were randomly assigned, whereas the baby trial consisted of eight corn plots cultivated by farmers. In the latter, each farmer received one package of the cultivation technology. The study results indicated that NDVI and yield could effectively evaluate corn cropping. Three packages, i.e., P1, P4, and P5, are recommended for corn cultivation, especially in the village observed. Nevertheless, they are expected to be also applicable to other districts in South Sulawesi to promote improvement in corn production.
无人驾驶飞行器(UAV)被广泛称为无人机,在评估作物种植或作物种植方面非常有效。在实际应用中,基于农民参与评价玉米栽培技术系统是可行的。无人机可以生成反映叶片绿化率的归一化植被指数(NDVI)算法,这是一个与光合作用和植物生产力相关的参数。因此,本研究的目的是评估基于参与式无人机衍生的NDVI是否可以有效地用于评估玉米种植技术,并确定在种植中使用的合适技术。研究在印度尼西亚南苏拉威西省塔克拉拉尔县Galesong Selatan区Tarowang村进行,采用母亲试验和婴儿试验两种试验方式。母亲试验采用随机区组设计,随机分配8包玉米种植技术,而婴儿试验由农民种植的8块玉米组成。在后者中,每个农民获得一套种植技术。研究结果表明,NDVI和产量可以有效地评价玉米种植。特别是在观察的村庄,推荐使用P1、P4和P5三个包进行玉米种植。尽管如此,它们预计也将适用于南苏拉威西的其他地区,以促进玉米生产的改善。
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引用次数: 1
Carbon Sequestration of Fruit Trees under Contrasting Management Regimes 不同管理制度下果树的碳封存
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.70203
Muhamud Nabalegwa Wambede, Gertrude Akello, Andrew Mulabbi, Bernard Barasa, J. S. Lugumira, David Amonya
This study aimed at establishing the potential of fruit trees in carbon sequestration. The specific objectives were to establish the carbon stocks in fruit trees compare the potential of carbon stocks in citrus and mango trees and examine the relationship between the management practices and carbon stocks in fruit trees. At the farm level, plots were identified and transects established and individual fruit trees from sampled individual farms along the transect were selected. At the tree level, measurements of tree height and diameter at breast height were made. They were converted to biomass using allometric equations. Analysis of Variance was used to compare the differences in carbon stocks between the fruit trees and between the different management practices.  Findings revealed higher biomass and carbon stocks in mango trees as compared to citrus (74.57 ± 14.95 and 13.52 ± 1.25 t/ha respectively). Significant differences are also reported in carbon stocks under different management practices (p < 0.05). Irrespective of the species type, above-ground carbon under different management practices followed the order (from highest to lowest): Inorganic fertilizer < Intercrop < Monocrop < organic fertilizer and irrigation < intercrop and inorganic fertilizer.  The results also point out that mango fruits have a high potential to sequestrate carbon emissions hence mitigating global warming.
这项研究旨在确定果树在碳固存方面的潜力。具体目标是建立果树的碳储量,比较柑橘和芒果树的碳储量潜力,并研究管理实践与果树碳储量之间的关系。在农场一级,确定了地块,建立了样带,并从样带沿线的单个农场中选择了单个果树。在树木水平上,测量了树木的高度和乳高处的直径。使用异速生长方程将它们转化为生物量。方差分析用于比较果树之间和不同管理实践之间的碳储量差异。研究结果显示,与柑橘相比,芒果树的生物量和碳储量更高(分别为74.57±14.95和13.52±1.25 t/ha)。不同管理方式下的碳储量也存在显著差异(p<0.05)。无论物种类型如何,不同管理方式的地上碳含量顺序(从高到低)为:无机肥料<间作<单作<有机肥料,灌溉<间作和无机肥料。研究结果还指出,芒果有很高的潜力封存碳排放,从而缓解全球变暖。
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引用次数: 0
A Spatial Political-Economic Review on Urban Growth in Java under Economic Liberalization of Dutch Colonialism During the 19th Century 19世纪荷兰殖民主义经济自由化下爪哇城市增长的空间政治经济学考察
Q3 Social Sciences Pub Date : 2022-12-20 DOI: 10.22146/ijg.60550
H. Setiadi, H. S. Yunus, B. Purwanto
This study understands the rise and fall of cities as a result of colonial worldview and practices. Based on spatial political-economic thinking, this study examines the spatial implications of Dutch colonialism on urban growth in Java during the 19th century. The practice of colonialism at that time took place in a relatively stable regional situation.  The analysis of textual data from various literature indicates that the economic liberalization of Dutch colonialism in that time was a continuation of the VOC’s mercantilism but with a stronger intention to control the factors of production. Territorial expansion to fertile areas indeed encouraged the emergence of medium-sized cities in the inland, but on the other hand, degenerated several older cities on the coast. Spatially, the ambitions and practices of colonialism had a limited implication on urban growth. The combination of territorial and capital logic triggered political liquidation which was reflected in the spatial pattern of urban growth. The identity and symbol of colonial power were attached as new elements to the cities. This process revealed a locational decision to channel economic benefits to strategic places for sustaining domination of power for the long-term.
这项研究了解了城市的兴衰是殖民世界观和实践的结果。基于空间政治经济学思想,本研究考察了19世纪荷兰殖民主义对爪哇城市发展的空间影响。当时的殖民主义实践发生在一个相对稳定的地区局势中。对各种文献的文本数据的分析表明,当时荷兰殖民主义的经济自由化是VOC重商主义的延续,但更倾向于控制生产要素。向肥沃地区的领土扩张确实鼓励了内陆中型城市的出现,但另一方面,也让沿海的几个老城市退化了。从空间上看,殖民主义的野心和做法对城市发展的影响有限。领土与资本逻辑的结合引发了政治清算,这种清算体现在城市增长的空间格局中。殖民权力的身份和象征被作为新的元素附着在城市中。这一过程揭示了一个区位决定,即将经济利益输送到战略要地,以长期维持权力统治。
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引用次数: 0
期刊
Indonesian Journal of Geography
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