geoplanning: A Pathfinder

This is a computer-generated pathfinder created against the Distant Reader study called geoplanning.

Each Distant Reader study carrel is composed of many individual items. Each item is bibliographically described with author, title, date, summary, and keyword values. Below is a list of the items' most signficant keywords as well as lists of the items themselves. Purpusing the content of this pathfinder provides the student, researcher, or scholar with one way to get their heads around the scope of the carrel. The keywords include:

Land; Data; Planning; Analysis; Urban; Development; Dan; Model; Water; Semarang; Cover; Forest; City; Density; Erosion; Surface; Temperature; Hazard; Indonesia; Internet

Depending on how this pathfinder was created, many of the bibliographic sections will include elaborations on the meaning(s) of the given keywords. These elaborations were generated by feeding the items' summaries to a large langauge model and asking the model to address the question, "What is X?", where "X" is the keyword. The result will be a few sentences of elaboration. Be forewarned. The elaborations are often plausible, but they should not be take as truth. Instead, they should be taken as points for consideration.

• LAND USE CHANGE IN SUBURBAN AREA: A CASE OF MALANG CITY, EAST JAVA PROVINCE by Rukmana, Siti Nuurlaily; Rudiarto, Iwan (2016) - Y = 3,733.646 – 0.140907 .W + 98.51888 X1 – 341.7208 X2 + 3,579.966 X3 0.40 3  The best model of land use change in Malang suburban area must have two criteria as mentioned in the previous explanation. LAND USE CHANGE IN SUBURBAN AREA: A CASE OF MALANG CITY, EAST Keywords: analysis; area; change; land; malang; population; urban; use
• MONITORING THE LAND USE CHANGE IN CAMPUS 2 STKIP PGRI PONTIANAK by Purwanto, Ajun; Bayuardi, Galuh (2016) - Therefore, this study aims to: 1) determine land use changes occur at campus 2 STKIP PGRI Pontianak, 2) know the trend towards land use change at campus 2 STKIP PGRI Pontianak and 3) to map the area of land use change from 2003 to 2011. Studies on land use change have been developing during the recent years with a variety of methods and cases. Keywords: area; change; interpretation; land; stkip; study; use
• A GIS BASED EVALUATION OF LAND USE CHANGES AND ECOLOGICAL CONNECTIVITY INDEX by Indrayani, Poppy; Mitani, Yasuhiro; Djamaluddin, Ibrahim; Ikemi, Hiro (2017) - The GIS spatial analysis obtained six types of ecological functional areas, as shown in Table 2. The model applied the cost distance analysis in GIS using two input data: one is origin surface for each type of ecological functional area and second is impedance surface resulting from the application the effect of the barriers. Keywords: analysis; areas; connectivity; land; landscape; makassar; urban; use
• TEMPORAL VEGETATION DYNAMICS IN PEAT SWAMP AREA USING MODIS TIME-SERIES IMAGERY: A MONITORING APPROACH OF HIGH-SENSITIVE ECOSYSTEM IN REGIONAL SCALE by Setiawan, Yudi; Pawitan, Hidayat; Prasetyo, Lilik Budi; Parlindungan, May; Permatasari, Prita Ayu (2016) - Although MODIS VI (MOD13Q1) data have some advantages in providing basic information related to vegetation pattern change, time-series of these data inevitably contain disturbances caused by atmospheric variability and aerosol scattering (Xiao et al., 2003). Figure 4 shows the distribution of vegetation pattern change in the peatland areas which was detected by the approach. Keywords: area; change; forest; land; pattern; peat; peatland; setiawan; swamp; vegetation
• LAND PRICE MAPPING OF JABODETABEK, INDONESIA by Elmanisa, Adisti Madella; Kartiva, An An; Fernando, Alfaret; Arianto, Rama; Winarso, Haryo; Zulkaidi, Denny (2017) - Supply of land is inelastic; therefore, land prices will rise as demand increases. Frequently, the rise of land price does not followed by increase of land availability (land supply). Keywords: area; data; developers; development; indonesia; jabodetabek; jakarta; land; land price; price; property; tbk; urban
• SUBAK LAND INFORMATION SYSTEM BASED ON REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEM IN DENPASAR CITY by Lanya, Indayati; Subadiyasa, Nengah Netera; Hutauruk, Jeremia (2017) - The data base is composed of a map Subak Subak (spatial data), the data LR, HR and agricultural activities (attributes data). Lanya et al./ Geoplanning: Journal of Geomatics and Planning, Vol 4, No 2, 2017, 225-232 doi: 10.14710/geoplanning.4.2.225-232 228 | create a land use map of Subak paddy field and non-agricultural land, (5) develop a data base of spatial and attribute data, (6) establish land information system of Subak. Keywords: area; data; denpasar; development; field; gis; information; land; paddy; research; resources; subak; system
• SPATIAL TRANSFORMATION OF SURAKARTA’S PERIPHERAL RURAL VILLAGES UNDER IN-SITU URBANIZATION PHENOMENON : THE CASE OF GENTAN VILLAGE by Purnamasari, Lia Sparingga; Yudana, Galing; Rini, Erma Fitria (2017) - This research examined the transformation of Gentan village spatial elements characteristic including (1) street network connectivity, (2) land use pattern, (3) building density, and (4) public facilities and the accessibility from 1995 to 2016. The findings of spatial element transformation also highlighted several issues of in situ urbanization to be recommended for further researches that include; dualism of settlement types in the transformation of peripheral rural villages, factors influencing spatial transformation, and the relationship between peripheral rural villages transformation with the rapidly growing adjacent city. Keywords: area; density; facilities; gentan; land; planning; research; settlement; situ; transformation; urban; urbanization; use; village
• A GIS-BASED TSUNAMI EVACUATION MODEL CONSIDERING LAND COVER AND SPATIAL CONFIGURATION (CASE OF PURWOREJO REGENCY, INDONESIA) by Hakim, Febri Fahmi; de Vries, Walter Timo; Siegert, Florian; Syahbana, Joesron Alie (2017) - The model is selected for its flexibility, especially when used to represent tsunami evacuation for different land cover classes and spatial configuration. Therefore, only these nine buildings are potentially to be functioned as tsunami evacuation buildings. Keywords: 156; analysis; area; configuration; cover; land; land cover; planning; pteb; pter; study; tsunami; tsunami evacuation
• LAND-SOIL CHARACTERISTICS FOR MAPPING PADDY CROPPING INTENSITY USING DECISION TREE ANALYSIS FROM SINGLE DATE ALI IMAGERY IN MAGELANG, CENTRAL JAVA, INDONESIA by Arjasakusuma, Sanjiwana; Danoedoro, Projo; Herumurti, Sigit; Nugroho, Yanuar Adji; Aryaguna, Prama Ardha (2017) - Considering the large rice consumption, population increase and the declining of paddy field area due to land use conversion in Indonesia, accurate and annual information about the area of paddy field and the intensity of paddy planting is important to measure the potential of annual rice production. To capture the variability of paddy field in the study area, from 60 training areas that has been randomly collected, 23 of the training area were affiliated to paddy field in which 12 of the training areas are affiliated to the planted paddy fields dominated with vegetation cover, 4 training areas represent wet or moist soil covered paddy fields and 7 training areas affiliated to bare soil covered paddy fields. Keywords: accuracy; analysis; area; cropping; data; decision; field; intensity; land; map; mapping; model; paddy; paddy field; soil; tree
• LAND USE ANALYSIS USING TIME SERIES OF VEGETATION INDEX DERIVED FROM SATELLITE REMOTE SENSING IN BRANTAS RIVER WATERSHED, EAST JAVA, INDONESIA by Yoshino, Kunihiko; Setiawan, Yudi; Shima, Eikichi (2017) - They are appropriate land use categories to study land use and land use change in this watershed. The following future works are essential to obtain more detailed results on land use and land use changes in this area: a) Keywords: area; change; field; forest; km2; land; land use; modis; paddy; use; watershed
• ASSESSING THE USEFULNESS OF UNMANNED AERIAL VEHICLE (UAV) FOR MONITORING SPATIAL PLAN: LEGAL AND USER PERSPECTIVE OF BOGOR REGENCY, INDONESIA by Maria, Dinar; Hamdani, Firman; Pratomo, Jati; Pratama, Muhammad Arszandi (2017) - Another research from Chen et al. (2016) developed a robust method for detecting building change from UAV image. Building change detection with RGB-D map generated from UAV images. Keywords: data; indonesia; land; monitoring; plan; uav; use
• CELLULAR AUTOMATA MODELING IN THE BUILT-UP AREAS WITHIN URBAN DEVELOPMENT AT PONTIANAK by Nurhidayati, Ely; Buchori, Imam; Mussadun, Mussadun (2017) - There were several stages performed on the hybrid interpretation process in this study such as visual interpretation to delineate built land areas and digital interpretation ………………………………………………………………………………… (3) https://doi.org/10.14710/geoplanning.4.2.201-212 Nurhidayati, et al/ Geoplanning: Journal of Geomatics and Planning, Vol 4, No 2, 2017, 201-212 doi: 10.14710/geoplanning.4.2.201-212 | 205 with classification supervised using the maximum likehood method in the delineated area as the built land area (Danoedoro, 2012). Meanwhile driving factors in built land change consisting of the distance to the economic centers, the distance to the main road, the distance to the existing built up lands and the peatlands are the independent variables. Keywords: areas; automata; change; development; distance; et al; growth; land; land use; modeling; planning; pontianak; urban; use
• MODEL OF CLIMATE AND LAND-USE CHANGES IMPACT ON WATER SECURITY IN AMBON CITY, INDONESIA by Barkey, Roland Alexander; Mappiasse, Muh Faisal; Nursaputra, Munajat (2017) - The prediction of water availability on 2035s in the Ambon City was analyzed using temporal data changes in the activity of land (land use) using the rate of change water availability for a period of 20 years (the periods 1987-1996 and 2004-2013). 2 Mechanism of SWAT Model http://dx.doi.org/10.14710/geoplanning.4.1.97-108 http://portal.ina-sdi.or.id/ Barkey, Mappiasse, and Nursaputra / Geoplanning: Journal of Geomatics and Planning, Vol 4, No. 1, 2017, 97-108 doi: 10.14710/geoplanning.4.1.97-108 | 101 SWAT model output on each watershed affecting Ambon City produced water availability data for the period of 1987-1996 (past) and the period of 2004-2013 (present). Keywords: ambon; ambon city; area; availability; change; city; climate; data; land; period; use; water; watershed
• REMOTE SENSING AND GIS APPROACHES TO A QUALITATIVE ASSESSMENT OF SOIL EROSION RISK IN SERANG WATERSHED, KULONPROGO, INDONESIA by Arif, Nursida; Danoedoro, Projo; Hartono, Hartono (2017) - Slope (%) P-values 0 - 8 0.55 8 - 15 0.60 15 - 25 0.80 25 - 40 0.90 40 > 1.00 Calculation of erosion factors was performed on ArcGIS 10 platform and converted into raster format. Indonesia Abstract: This research aims to determine the risk of soil erosion qualitatively by integrating remote sensing with the geographic information system. Keywords: area; data; distribution; erosion; factor; figure; journal; land; model; risk; slope; soil; study
• Mapping the Alternative Locations of Street Vendor Stabilization in Surakarta, Indonesia by Rahayu, Murtanti Jani; Buchori, Imam; Widjajanti, Retno; Putri, Rufia Andisetyana (2019) - Therefore, identifying the potency / conditions of street vendor Stabilization locations are essential to be done. The following map displays the distribution of street vendor Stabilization locations in Surakarta shown in Figure 1. Keywords: activities; alternative; land; locations; rahayu; road; shelter; stabilization; stabilization locations; street; street vendors; surakarta; vendor stabilization; vendors
• Flood-Reduction Scenario Based on Land Use in Kedurus River Basin Using SWAT Hydrology Model by Purwitaningsih, Santika; Pamungkas, Adjie; Setyasa, Prima Tama; Pamungkas, Rahel Putri; Alfian, Ahmad Rizky; Irawan, Shafira Aulia Rosyida (2020) - Building potential land use scenario to be applied in Kedurus river basin In building a potential land use scenario to be applied in the Kedurus river basin, the first step was identifying the variable changes that significantly affect the hydrology model of the Kedurus river basin. Not all priorities were used in developing land use scenarios. Keywords: basin; flood; kedurus; land; river; scenario; sub; use; volume
• INSIGHT ANALYSIS ON DYKE PROTECTION AGAINST LAND SUBSIDENCE AND THE SEA LEVEL RISE AROUND NORTHERN COAST OF JAVA (PANTURA) INDONESIA by Andreas, Heri; Abidin, Hasanuddin Zainal; Sarsito, Dina Anggreni; Pradipta, Dhota (2018) - In order to make sure the true existence of tidal inundation area, in several place we done in-situ measurements. Indonesia Abstract: Land subsidence and the sea level rise is newly well-known phenomenon around northern coast of Java Indonesia (PANTURA). Keywords: area; dyke; inundation; jakarta; land; land subsidence; level; pantura; rise; sea; semarang; subsidence
• MONITORING AND PREDICTING LAND USE-LAND COVER (LULC) CHANGES WITHIN AND AROUND KRAU WILDLIFE RESERVE (KWR) PROTECTED AREA IN MALAYSIA USING MULTI-TEMPORAL LANDSAT DATA by Gambo, Jibrin; Mohd Shafri, Helmi Zulhaidi; Shaharum, Nur Shafira Nisa; Abidin, Fauzul Azim Zainal; Rahman, Mohd Taufik Abdul (2018) - The mapping analysis of KWR using multi-temporal satellites data showed and predicted the gradual loss in natural forest area within and around from 1989-2016 and verified by field visits and interviews with KWR officials. Forest change detection by statistical object-based method. Keywords: agriculture; area; change; cover; et al; figure; forest; image; journal; kwr; land; landsat; lulc; soil; study; water
• SPATIAL EXPLICIT MODELING TO UNDERSTAND THE DYNAMICS OF LANDUSE SWITCH USING OPEN SOURCE SATELLITE DATA by Kalluvetty, Saifudheen; Bandopadhyay, Subhajit (2018) - Multicriteria decision approach for land use land cover change using Markov chain analysis and a cellular automata approach. Outcome reviles that major expansions in urban areas were witnessed around western and eastern borders of the city, particularly close to the eastern border. Keywords: analysis; area; change; figure; geoplanning.5.1.1; journal; land; lulc; lulc map; map; markov; study; use; year
• POTENTIAL OF BIG DATA FOR PRO-ACTIVE PARTICIPATORY LAND USE PLANNING by de Vries, Walter Timo (2018) - After this review on spatial big data, it discusses the variations in spatial and land use planning. Schintler & Chen (2017) indicate how such georeference can be added to the data being constructed through the above listed possibilities and thus create spatial big data: (1) Geo-tagged photos; (2) Weather data (hourly, daily); (3) GPS trajectories; (4) SNS Check-in records (twitter, facebook, etc.); (5) Earth observation imagery; (6) Public transportation card transactions; (7) Spatial events, e.g., crimes, accidents; and (8) Climate model simulations. Keywords: cities; citizens; data; examples; geomatics; land; land use; people; planning; use; use planning; vries
• Spatial Distribution of Potential Area for Community Forest Development in Grindulu Watershed by Miardini, Arina; Susanti, Pranatasari Dyah (2019) - Potential area for community forest development was 31281.54 ha (43.74%) including in Pacitan (9 districts) of 29111.98 hectares, Ponorogo (5 districts) of 263.29 hectares, and Wonogiri (2 districts) of 1906.27 hectares. The goals of community forests development are: yards, embankments and critical land based on soil and water conservation (Ritohardoyo, 1999). Keywords: area; community; community forest; density; development; forest; grindulu; land; ndvi; potential; watershed
• Spatial Multi-Criteria Analysis and Least-Cost Path on The Highway Route Planning: A Case Study of Bawen – Yogyakarta Highway, Indonesia by Marjuki, Bramantiyo; Rudiarto, Iwan (2020) - First, at the sub-criteria level for disaster risk criteria, regional activity system criteria and additional construction cost criteria, and second, at criteria level that integrates the cost values of the geology, soil, protected areas, land use, land values, regional activity system, natural hazards, and additional construction costs criteria. In this study, the AHP analysis was conducted on two levels: first, AHP at the sub-criteria level (applied to sub-criteria incorporated in disaster risk criterion, regional activity system criterion, and additional construction cost criterion), and AHP at the criteria level (Figure 2). Keywords: analysis; area; cost; criteria; data; development; hazard; journal; land; planning; regional; results; road; route; study; toll; value
• Land Provision for Decent and Affordable Housing for Low-Income Community in Salatiga City by Sunarti, S; Yuliastuti, Nany; Indriastjario, I (2020) - The administrative availability of land is a fixed value, but the demand for housing land is increasing. The provision of housing land for low-income communities was included in the plan. Keywords: area; assets; communities; government; housing; income; land; provision; salatiga; settlement
• ANALYZING LAND USE PATTERN CHANGES IN MUKIM PENGERANG, JOHOR, MALAYSIA by Che Man, Noordini binti; Salihin, Anis Farhan binti (2018) - In general, some amount of growth can be captured in the existing building stock and associated land use patterns, but increasing growth tends to induce land use change. Thus, the study on land use changes is quite interesting and important because, landscape fragmentation and the impact of such change is a growing need to uphold the natural biodiversity of the region. Keywords: analysis; area; changes; land; land use; landscape; metrics; pattern; study; use
• Assessing Landscape Pattern Relationship with Dengue Incidence in Peninsular Malaysia by Mohamad, Nuramalina Binti; Ibrahim, Wan Yusryzal Wan; Ludin, Ahmad Nazri M. (2019) - Taman Mutiara Rini is the most crucial area for cluster area dengue cases. Moreover, bushes can be categorized as the highest prevalence of land use activity for dengue incidence. Keywords: activity; area; cases; dengue; housing; land; land use; landscape; space; taman; use; zone
• Evaluation of MODIS-Derived LST Products with Air Temperature Measurements in Cyprus by Georgiou, Andreas Marios; Varnava, Stefani Theofanis (2019) - Overall, MODIS LST data proved to be a reliable proxy for surface temperature and mostly for studies requiring temperature reconstruction in areas with lack of observational stations. Estimating air surface temperature in Portugal using MODIS LST data. Keywords: data; land; lst; mean; modis; remote; sensing; stations; surface; temperature; values; variability
• The Correlation Between Urban Development and Land Surface Temperature Change in Palembang City by Utami, Nadiya Tri; Pigawati, Bitta (2022) - There is a correlation between urban growth and changes in land surface temperature in Palembang City. Figure 8 shows spatial distribution of land surface temperature in Palembang City in 1998-2018. Keywords: analysis; area; changes; city; development; district; ilir; land; land surface; palembang; palembang city; surface; surface temperature; temperature
• Trends in The Adoption of New Geospatial Technologies for Spatial Planning and Land Management in 2021 by de Vries, Walter Timo (2021) - Technical University of Munich, Germany DOI: 10.14710/geoplanning.8.2.85-98 Abstract Changes in spatial planning and land management practices, regulations and operations have frequently relied on the uptake of innovations in geospatial technologies. Based on an extensive concept-centric trends synthesis and meta-review, the analysis demonstrates that whilst geospatial technologies are clearly gaining wider societal recognition and while private companies are indeed developing promising applications, its adoption in office work of public officials and public decision makers remains almost as limited as before. Keywords: data; development; digital; et al; geospatial; gis; international; journal; land; land management; land use; management; planning; spatial; technologies; urban; use; vries
• Prospective Mapping of Land Cover and Land Use in The Classified Forest of The Upper Alibori Based on Satellite Imagery by Issiako, Dramane; Arouna, Ousséni; Soufiyanou, Karimou; Imorou, Ismaila Toko; Tente, Brice (2021) - Furthermore, modelling and projecting land cover changes is becoming a relevant tool for decision support (Thierry et al., 2018). Several factors influencing land cover change were incorporated into this model. Keywords: areas; cover; fcas; figure; forest; image; journal; land; land cover; landsat; use
• Optimizing GISTARU: Evaluating a GIS-Based Platform’s Contribution to Indonesian Spatial Planning for Smart City Development by Rachmawati, Rini; Ghiffari, Rizki Adriadi; Wijdani, Ach Firyal; Qonita, Maryam; Tania, Novirene; Pigawati, Bitta (2024) - As a Geographic Information System (GIS) based application, GISTARU is directed to provide convenience for the public or investors to access spatial planning data, including detailed land use zoning maps (Sutanta et al., 2021; Utami et al., 2021; Wiwaha et al., 2020). The form of spatial planning development is through the development of spatial planning information and communication systems. Keywords: application; city; data; development; gistaru; government; indonesia; information; interactive; jakarta; kota; land; online; planning; plans; rachmawati; rdtr; rdtr interactive; rtr; rtr online; spatial; system
• An Application of Cellular Automata (CA) and Markov Chain (MC) Model in Urban Growth Prediction: A case of Surat City, Gujarat, India by Sheladiya, Kaushikkumar Prafulbhai; Patel, Chetan R. (2023) - Abstract The main purpose of this study is to detect land use land cover change for 1990-2000, 2000-2010, and 2010-2020 using multispectral Landsat images as well as to simulate and predict urban growth of Surat city using Cellular Automata-based Markov Chain Model. Multi-criteria Decision Approach for Land Use Land Cover Change Using Markov Multicriteria decision approach for land use land cover change using Markov chain analysis and a cellular automata approach, (December). Keywords: areas; change; cover; growth; land; land cover; land use; lulc; markov; model; transition; urban
• Three Decades of River Bank Erosion and Accretion Appraisal Along Bank Line Shifting Trend in A Transboundary River, Teesta Floodplain of Bangladesh by Parvej, Masud; Masum, Kazi Mohammad; Fahim, Md. Sahinur Islam; Redowan, Mohammad (2024) - Akhter et al. (2019) has worked with the spatiotemporal changes in five districtsin the reach of Teesta river. Boundary of river areas in 1991,2001,2011 and 2021were digitized through visual interpretation of the converted layers of the classified images in 1991,2001,2011 and 2021 respectively. 2.3.2. Keywords: area; bangladesh; change; erosion; et al; figure; journal; land; river; settlement; study; teesta; teesta river; water
• Spatio-temporal Dynamics of Land Use and Land Cover in the Alibori Basin in Northern Benin Republic (West Africa) by Alamou, Abraham Babatounde; Arouna, Ousséni; Oloukoi, Joseph (2023) - This research aims at analyzing the spatio-temporal dynamics of land use and land cover in the Alibori basin in Northern Benin. Therefore, the aim of this paper is to evaluate the spatio-temporal dynamics of land use and land cover in the Alibori basin. Keywords: 0,00; 0,00 0,00; alibori; area; basin; ddf; deforestation; des; forest; journal; land; land cover; land use
• Temporal Analysis of Land Use and Land Cover Changes in Vizianagaram District, Andhra Pradesh, India using Remote Sensing and GIS Techniques by Padmini, Yenda; Rao, M Sreenivasa; Raja, Gara Rao (2023) - Landscape approach for quantifying land use land cover change ( 1972 – 2006 ) and habitat diversity in a mining area in Central India ( Bokaro , Jharkhand ). These LULC pictures show land use land cover variations in Vizianagaram district, Andhra Pradesh, India, over the research period. Keywords: analysis; change; cover; data; et al; india; land; land cover; land use; lulcc; sensing; use; vegetation
• Tracking the Temporal Changes in Land Surface Temperature, Vegetation, and Built-up Patterns in Rizal Province, Philippines using Landsat Imagery by Sobremonte-Maglipon, Pauline Angela; Olfato-Parojinog, Anne; Almadrones-Reyes, King Joshua; Limbo-Dizon, James Eduard; Dagamac, Nikki Heherson A (2024) - Unfortunately, the built up of urban areas has led to the increase in land surface temperature (LST) due to the accumulation of solar heat retention from infrastructural materials such as cement, asphalt, concrete, and steel, all of which are characterized to have high heat capacities (Stempihar et al., 2012; Uddin et al., 2022; Morris et al., 2017). Algorithm for automated mapping of land surface temperature using LANDSAT 8 satellite data. Keywords: band; cover; et al; heat; journal; land; land surface; landsat; lst; ndbi; ndvi; rizal; study; surface; temperature; urban; vegetation
• Beyond Park Boundaries: Exploring The Effect of Surrounding Land Use on Sound Levels of Parks by Lee, Josephine Siaw Ling; Hosni, Nafisa; Rusli, Noradila; Ghani, Nabila Abdul (2024) - Urban parks are considered as one of the public spaces. Understanding how urban parks attract more visitors has increased the significance of urban park soundscape knowledge in terms of providing comfortable acoustic experience in the park. Keywords: areas; environment; et al; figure; journal; land; land use; landscape; levels; ndvi; noise; noise levels; park; planning; putrajaya; sound; sound levels; study; surrounding; traffic; urban; use; vegetation
• Urban Sprawl Symptoms in Bandar Lampung Suburban Area, Indonesia by Ansar, Zulqadri; de Vries, Walter Timo (2024) - Urban sprawl and speculation in urban land. Understanding urban land, politics, and planning: A critical appraisal of Kampala’s urban sprawl. Keywords: areas; bandar; change; cities; city; conversion; data; development; expansion; growth; infrastructure; journal; lampung; land; land use; planning; population; sprawl; suburban; urban
• Informal Settlement Characterization and Socio-Economic Vulnerability Assessment in Kolkata Metropolitan City, India by Banerjee, Shravani; Diksha, Diksha; Prasad, Alisha; Kumar, Amit (2024) - It is revealed from the map of the percentage of total earning members in informal settlements (Figure 3h) that the highest concentration of earning or employed informal settlement dwellers (>44%) are situated in the upper central part of the city. Abstract The study investigates the physical, social, and economic environment of the Kolkata Metropolitan Area (KMA) to elucidate the living conditions of informal settlements and its influence on the local environment using geoinformatics and multi- criteria decision making-analytical hierarchical process (MCDM-AHP). Keywords: areas; city; dwellers; environment; et al; figure; health; journal; kma; kolkata; land; number; population; settlements; slum; socio; study; urban; wards
• Statistical Analysis of Short-Term Shoreline Change Behavior Along The Southern Cilacap Coasts of Indonesia by Mutaqin, Bachtiar W.; Munandar, Ariko V.; Jatmiko, Jatmiko; Harini, Rika; Purnama, Ig.L. Setyawan (2024) - 10.14710/geoplanning.11.2.165-176 Abstract There is a threat of extreme waves and a moderate risk level of coastal erosion in Bunton Village. Coastal erosion refers to the wearing away of land in coastal regions, a process that is impacted by climate change factors such as increasing sea levels (Ningsih & Mutaqin, 2024; Widantara & Mutaqin, 2024). Keywords: area; average; bunton; change; coastal; distance; erosion; espp; et al; figure; land; meters; mutaqin; mutaqin et; shoreline; year
• Spatial Upgrading of Riverbank Slums Towards Sustainability of Watershed Infrastructure by Mukaromah, Hakimatul; Permana, Chrisna T; Sa'adah, Zumrotus (2025) - It is envisaged that the upgrading of slum settlements on riverbanks will not only enhance livelihood levels but also contribute to the watershed's sustainability as primary drainage. On the other hand, slum settlements that develop along riverbanks can affect the river’s capacity and function as part of the drainage system. Keywords: area; community; drainage; et al; infrastructure; land; river; settlements; slum; upgrading; watershed
• Coastal Metropolitan Dynamics in Poland's Tri-City and Indonesia's Semarang: NTL, BLFEI, and OBIA in Google Earth Engine by Zaki, Abdurrahman; Jaskuła, Joanna (2025) - It is worth noting that coastal urban areas are particularly susceptible to flood risks, especially with the increasing threat of climate change, exacerbated by land subsidence. To address sustainable urban development in the future, monitoring the temporal and spatial patterns of urban areas is crucial (Dadashpoor et al., 2019b; Sumari et al., 2019). Keywords: areas; city; cover; data; et al; image; journal; land; landsat; maps; metropolitan; region; semarang; study
• Utilizing Open Access Spatial Data for Flood Risk Mapping: A Case Study in the Upper Solo Watershed by Jumadi, J; Danardono, Danardono; Priyono, Kuswaji Dwi; Roziaty, Efri; Masruroh, Heni; Rohman, Arif; Amin, Choirul; Hadibasyir, Hamim Zaky; Fikriyah, Vidya N.; Nawaz, Muhammad; Sattar, Farha; Lotfata, Aynaz (2024) - The model integrates the risk parameters to identify flood risk using a weighted overlay in ArcGIS. The results demonstrate spatial heterogeneity in flood risk throughout the watershed. Keywords: analysis; areas; data; et al; flood; flood risk; flooding; gis; hazard; journal; land; planning; risk; river; study; vulnerability; water
• Classification and Monitoring of Kahayan River Riparian Zone Settlement Expansion Utilizing Satellite Imagery to Prevent Environmental Damage by Sutrisno, Herwin; Susi, Theresia; Hartanto, Singgih; Perkasa, Petrisly; Supriadi, Benong; Mantana, Handri (2025) - Management Practice of the Tributaries (Saka) of Kahayan River Based on Traditional Knowledge by the Community in Central Kalimantan, Indonesia. The Role of MerA Gene of Mercury-Resistant Escherichia Coli from Kahayan River, Central Kalimantan, Indonesia in Emerging Antibiotic Resistance. Keywords: analysis; area; cover; et al; forest; hectares; journal; kahayan; land; land cover; palangka; planning; raya; riparian; river; satellite; study

• THE PERFORMANCE OF LAND USE CHANGE CAUSATIVE FACTOR ON LANDSLIDE SUSCEPTIBILITY MAP IN UPPER UJUNG-LOE WATERSHEDS SOUTH SULAWESI, INDONESIA by Soma, Andang Suryana; Kubota, Tetsuya (2017) - Landslide causative factors In susceptibility map, the most important assumption that the incidence of landslides will occur in the same condition is affected by the cause of the landslides that have been occurred. Correspondingly, the determination of landslide causative factors was associated with the availability of data. Keywords: area; change; data; factor; https://doi.org/10.14710/geoplanning.4.2.157-170; landslide; landslide susceptibility; luc; map; occurrence; ratio; susceptibility; use; validation
• WHY DO SPATIAL DATA AND INFORMATION HAVE A SIGNIFICANT ROLE IN SPATIAL PLANNING PROCESS? THE INVESTIGATION OF SPATIAL DATA AND INFORMATION USAGE IN INDONESIAN SPATIAL PLANNING POLICIES by Yudono, Adipandang (2018) - Since land is a key element of all urban development, spatial plans, which typically intend to control the built environment, designate land uses, capacities for development and urban area utilization, are extremely important to national government. The National Spatial Plan has functions in supervising spatial plans at the provincial and municipality / regency levels to guarantee adherence to laws and consistency amongst systems of planning and advancing congruity of arrangements and activities amongst areas. Keywords: areas; data; development; development plan; government; indonesian; information; maps; national; plan; planning; regency; spatial; spatial plan; term
• Utilization of MODIS Surface Reflectance to Generate Air Temperature Information in East Java - Indonesia by Faisol, Arif; Indarto, Indarto; Novita, Elida; Budiyono, Budiyono (2020) - Estimation of surface air temperature over central and eastern Eurasia from MODIS land surface temperature. Estimating daily maximum and minimum land air surface temperature using MODIS land surface temperature data and ground truth data in Northern Vietnam. Keywords: air; air temperature; data; modis; reflectance; surface; temperature
• TIME TRAVEL ESTIMATIONS USING MAC ADDRESSES OF BUS, PASSENGERS: A POINT TO PATH-QGIS ANALYSIS by Hidayat, Arief; Terabe, Shintaro; Yaginuma, Hideki (2018) - This study uses a Wi-Fi scanner on a bus to collect MAC address data from bus passengers and non-passengers. Wi-Fi systems capture MAC address data from Wi-Fi device users (Abedi et al., 2015; Dunlap et al., 2016; Jackson et al., 2014). Keywords: address; bus; data; hidayat; journal; mac; scanner; time; transportation; travel
• Modelling 3D Topography by Comparing Airborne Lidar Data with Unmanned Aerial System (UAS) Photogrammetry Under Multiple Imaging Conditions by Ajayi, Oluibukun Gbenga; Palmer, Mark (2020) - The accuracy of the DEM generated from 1m resolution and 2m resolution LiDAR data together with the accuracy of the DEM generated from the UAV images acquired at different altitudes, are analyzed using the 1 m LiDAR DEM as reference for the accuracy assessment. These results further affirm the findings of the horizontal and vertical accuracies, which affirms that the 2 m LiDAR DEM is more planimetrically accurate when compared to the UAV based DEM but the UAV based DEMs are more accurate than the 2 m LiDAR DEM in terms of vertical or altimetric coordinates which implies that UAV based DEM is more reliable than LiDAR data of 2 m resolution for 3D topographic modeling. Keywords: accuracy; coordinates; data; dem; flight; images; journal; lidar; lidar data; lidar dem; m flight; m lidar; m resolution; models; remote; sensing; uav
• The Spatial Model of Paddy Productivity Based on Environmental Vulnerability in Each Phase of Paddy Planting by Susanti, Rahmatia; Supriatna, S.; Rokhmatuloh, R.; Manessa, Masita Dwi Mandini; Poniman, Aris; Ramadhani, Yoniar Hufan (2021) - This spatial model is compiled based on the results of the application of two models, namely spatial model of paddy planting phase and paddy productivity. Spatial Model of Paddy Productivity based on Environmental Vulnerability in Each Paddy Planting Phase The Spatial Model of Paddy Productivity based on Environmental Vulnerability in Each Paddy Planting Phase is a combination of paddy planting phase classification models and linear regression models of paddy productivity so that it can be used to estimate paddy productivity spatially. Keywords: data; environmental; model; paddy; paddy productivity; phase; planting; productivity; prone; vulnerability
• 3D Modeling of Bosscha Observatory with TLS and UAV Integration Data by Kartini, Gusti Ayu Jessy; Saputri, Naura Dwi (2022) - The absence of point cloud data on the roof of the Bosscha Observatory is a limitation of their research. The Bosscha Observatory has point cloud data and photographs, but there is no research on creating 3D models of the building, so this study will attempt to combine the two data sets. Keywords: building; data; integration; journal; observatory; point; tls; uav
• Digital Earth Surface Model for The Estimation of Solar Panel Electric Power Towards Renewable Energy by Suprojo, Baskara; Utami, Westi; Saraswati, Luthfi Adela; Nabila, Diffa Alifia; Salim, M Nazir (2022) - For this reason, innovations in the use of environmentally friendly energy or sustainable energy need to be developed, one of which is through the use of solar panel energy to maintain electricity supply in various regions, both for remote settlements and even urban areas (Ahmad & Byrd, 2013; The use of solar energy is hoped to help reduce CO2 and SO2 emissions, an important part to suppress the rate of climate change (Wattana & Aungyut, 2022). Keywords: analysis; area; buildings; data; electric; electricity; energy; et al; figure; gcp; journal; kwh; panels; power; radiation; results; slope; study; value
• Urban Flood Susceptibility Analysis Using Multi Criteria Decision Analytical Hierarchy Process (AHP) Method: Case Study of Bandung City by Agustina, Rena Denya; Putra, Riki Purnama; Susanti, Seni; Setyadji, Agustinus Bambang; Virtriana, Riantini (2025) - The processing steps, including the reclassification of conditioning factor maps, application of the weighted linear combination (WLC) method, and the validation of the flood susceptibility map for the City of Bandung area were entirely conducted using ArcGIS 10.8. Including flood hazard probability analysis, which can be carried out using satellite imagery and assisted by GIS. Keywords: analysis; area; bandung; city; criteria; data; et al; flood; flood hazard; flood susceptibility; flooding; gis; hazard; journal; risk; study; susceptibility; water
• Mapping Landslide Vulnerability using Machine Learning Approach along the Taba Penanjung-Kepahiang Road, Bengkulu Province by Abrar, Camelia Batun; Lubis, Ashar Muda; Fadli, Darmawan Ikhlas; Akbar, Arya J; Samdara, Rida (2024) - GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping. Machine learning techniques in landslide susceptibility mapping: a survey and a case study. Keywords: analysis; area; bengkulu; class; data; et al; factors; journal; kepahiang; landslide; mapping; research; slope; susceptibility
• Tourism Potential Zone Mapping Using MCDM and Machine Learning Models in The State of Madhya Pradesh India by Raha, Shrinwantu; Deb, Sayan (2025) - Factor conditions, including geology, relief, aspect, distance from river, cultural such as density of tourist spots, sex ratio, literacy rate, total population and infrastructural such as road and railway density, distance from road and railway are analyzed through geospatial and socio-economic information, determining areas with high tourism value. Higher tourism potential in any region is boosted by the low aspect (Vijay et al., 2016), moderate to low relief (Li et al., 2024), and closer proximity (small distance) to river water (Maaiah et al., 2023). Keywords: ahp; area; data; doi; ensemble; et al; figure; geomatics; geoplanning; journal; knn; madhya; model; planning; plot; potential; potentiality; pradesh; raha; research; study; tourism; tpz; value; vol; weightage
• PEMANFAATAN CITRA SATELIT UNTUK PENENTUAN LAHAN KRITIS MANGROVE DI KECAMATAN TUGU, KOTA SEMARANG by Ardiansyah, Denny Maulana; Buchori, Imam (2014) - Dari 2 data citra satelit yang digunakan akan dilakukan klasifikasi citra terbimbing dengan menggunakan software ER Mapper untuk mendapatkan kriteria Jenis penggunaan lahan dan Kerapatan tajuk. Terdapat perbedaan perbandingan antara kondisi lahan kritis dengan kategori rusak dan rusak berat untuk Citra ALOS dan Citra Landsat. Keywords: alos; analisis; citra; dalam; dan; dapat; dari; data; dengan; digunakan; gambar; hutan; jenis; kecamatan; kerapatan; klasifikasi; kota; kritis; lahan; landsat; mangrove; penentuan; semarang; tajuk; tanah; tersebut; tugu; untuk; yang
• Post-Seismic Surface Deformation of The Tarakan Earthquake in 2015 Using The DInSAR Technique by Pertiwi, Imanuela Indah; Trismahargyono, Trismahargyono; Marniati, Marniati; Purba, Joshua (2025) - This study uses SAR imagery to detect surface deformation caused by a magnitude M 6.1 earthquake on December 21, 2015, at 01:47:37 WIB in Tarakan Regency, North Borneo. Surface deformation due to the Tarakan earthquake contributes to seismic hazard assessment in North Borneo and indicates other locally active faults. Keywords: area; borneo; data; december; deformation; dinsar; earthquake; et al; fault; figure; journal; north; phase; regency; sar; subsidence; surface; tarakan; tarakan earthquake; uplift
• Deep Learning for Coastal Erosion Assessment: Case Study of Vietnam’s Coastal Regions by Nguyen, HongGiang; Tran, HuuBang (2025) - On the other hand, coastal erosion is exacerbated inflow activities like construction of recreational facilities, flowage barriers, restructuring and flood control channel dredging, tree harvesting in particular softwood stands, and coastal green space decline (Owens, 2020; Sahavacharin et al., 2022; Van Tho, 2019). Infrastructure along coastlines paired with depleting sediment supplies and increasing sea levels can deteriorate coastal erosion (FitzGerald et al., 2008; Gracia et al., 2018). Keywords: coastal; data; equation; erosion; figure; https://doi.org/10.14710/geoplanning.12.2.139-158; journal; level; lstm; model; sea; shoreline; vietnam; ⃗⃗ ⃗⃗; ℎ𝑡 𝑅; 𝑂𝑡 𝑅
• PEMETAAN NERACA SUMBERDAYA AIR KABUPATEN SABU RAIJUA, NUSA TENGGARA TIMUR, INDONESIA by Dwihatmojo, Roswidyatmoko; Maryanto, Dwi (2015) - Kebutuhan air bersih rumah tangga adalah air yang diperlukan untuk rumah tangga yang diperoleh secara individu dari sumber air yang dibuat oleh masing masing rumah tangga seperti sumur dangkal, perpipaan atau hidran umum atau dapat diperoleh dari layanan Sistem Penyediaan Air Minum (SPAM) PDAM. Air Hujan 42.816.462,93 Domestik 166.878,00 Air Permukaan 26.383.608,01 Non Domestik 16.019,85 Mata Air 559.716,48 Industri 10.767,50 Air Tanah 10.907.672,38 Peternakan 28.290,20 Pertanian 2.923.776,00 Jumlah A. Permukaan + A. Tanah 37.850.996,87 Jumlah 3.145.731,55 Total Aktiva 441.436.083,62 Total Pasiva 25.982.437,87 Nilai aktiva dihitung dari jumlah air permukaan dan air tanahnya saja, karena air hujan merupakan sumber dari kedua jenis air tersebut. Keywords: adalah; air; curah; dalam; dan; dapat; dari; data; dengan; domestik; hujan; industri; ini; journal; jumlah; kabupaten; kebutuhan; kecamatan; neraca; pada; penggunaan; perhitungan; permukaan; potensi; raijua; rata; sabu; sebesar; sumberdaya; tahun; tanah; untuk; yaitu; yang

• MITIGATION SCENARIOS FOR RESIDENTIAL FIRES IN DENSELY POPULATED URBAN SETTLEMENTS IN SUKAHAJI VILLAGE, BANDUNG CITY by Sagala, Saut Aritua Hasiholan; Adhitama, Praditya; Sianturi, Donald Ganitua; Al Faruq, Umar (2016) - The next part will present a literature review based on other studies that have been conducted before discussing fires and fire mitigation in urban areas. This study explores fire mitigation scenarios in densely populated settlements and has contributed to the limited literature on fire mitigation in Indonesia, especially that of urban fires. Keywords: areas; bandung; buildings; fire; mitigation; planning; risk; study; sukahaji; water
• THE DEVELOPMENT OF MARINE SPATIAL PLANNING AND ITS APPLICATION FOR FLOATING FISH NET CULTURE by Sutrisno, Dewayany (2017) - Geoplanning: Journal of Geomatics and Planning, Vol 4, No. 1, 2017, 41-52 doi: 10.14710/geoplanning.4.1.41-52 48 | fish net culture, the model for sea lane and zonation should exclude the lanes and limit the culture within the administrative zone for floating fish net culture area. It means that these areas should not be included in the spatial planning for floating fish net culture area. Keywords: area; coastal; culture; fish; journal; management; marine; model; net; parameters; planning; potential; study; water
• SLUM REVITALIZING PLAN OF BAGHDADIYAH BY SPATIAL RE-MODELING CONFIGURATION by Taki, Herika Muhamad (2017) - Most researches use the social and economic approach as a basis to undertake the rehabilitation of slums areas. The revitalizing process revolves around understanding the role of the user which initiates transformation process in slum revitalizing areas. Keywords: analysis; area; connectivity; figure; integration; model; planning; slum; space
• SPATIAL STATISTICS FOR MAPPING SOLID WASTE GENERATION MAPPING IN TEMBALANG, SEMARANG CITY by Ardiansyah, Septa Yudha; Maryono, Maryono (2018) - Because the socio-economic https://doi.org/10.14710/geoplanning.5.1.163-174 Ardiansyah & Maryono / Geoplanning: Journal of Geomatics and Planning, Vol 5, No 1, 2018, 163-174 doi: 10.14710/geoplanning.5.1.163-174 | 173 variable that contains the model of waste generation models influence only 25%, this means that there are other variables that affect the increase in the amount of waste generation (Lee et al,. 2015). Tembalang Sub-district as a sub-district located on the outskirts of Semarang City has significant developments in the term of population growth in correlation with waste generation. Keywords: analysis; district; generation; number; planning; sub; tembalang; tps; waste
• Spatial Analysis for Fire Risk Reduction in Kampung Ampel Cultural Heritage Area, Surabaya by Hudanti, Farida; Okubo, Takeyuki; Indradjati, Petrus Natalivan (2020) - To address the objective, several steps will be conducted as follow: (1) To identify the current firefighting system in Surabaya; (2) To identify the characteristics and condition of the cultural heritage area in Kampung Ampel Surabaya; (3) To identify the structure of the problem based on the characteristics and conditions of Kampung Ampel area and the fire system of Surabaya city; (4) To propose strategies for fire risk reduction in Kampung Ampel. Indonesia Abstract: The objective of the research is to improve fire risk reduction in Kampung Ampel Surabaya through [1] identifying the current firefighting system in Surabaya; [2] identifying the characteristics and conditions of Kampung Ampel; [3] identifying the structure of the problem; [4] proposing strategies for fire risk reduction in Kampung Ampel. Keywords: ampel; area; building; cultural; disaster; fire; heritage; kampung; kampung ampel; mosque; planning; resources; risk; surabaya; vulnerability; water
• Mapping of Waste Management Planning Based on Society and Geographic Conditions by Widyaningsih, Niluh; Sasaki, Shunsuke (2020) - Japan Abstract: Household solid waste is a major environmental issue, not only in big cities but also in suburban areas. Household solid waste is still the biggest issue in most developing countries in Asia, one of which is Indonesia. Keywords: area; asih; bank; household; management; people; planning; plastic; setia; village; waste
• Modelbuilder and Unit Hydrograph for Flood Prediction and Watershed Flow Direction Determination at The West Branch of The Little River, Stowe, Lamoille County, Vermont, USA by Silalahi, Florence Elfriede S.; Hidayat, Fahrul (2020) - Both of them show the same unit hydrograph and the trend for water flow relatively. An equation to calculate flow time (Environmental Systems Research Institute, 2018): Flow time [T] = Flow Length Keywords: area; flow; hydrograph; outlet; planning; rainfall; river; runoff; time; unit; water; watershed
• The Ecological Impact of Urban Expansion in Oasis Environments: A combined Cartographic and Landscape Analysis by Dechaicha, Assoule; Arab, Walid; Alkama, Djamel (2025) - This association allows for the study of the structures and forms of urban landscapes while also facilitating an understanding of the conditions necessary for the flourishing of biodiversity and for the equilibrium of ecosystems (Norton et al., 2016; Wu, 2013). The use of landscape metrics offers the possibility of describing urban landscapes and measuring the changes affecting them over time (Breuste et al., 2008; Huang et al., 2007). Keywords: analysis; areas; class; et al; growth; https://doi.org/10.14710/geoplanning.12.1.123-138; journal; landscape; metrics; oasis; palm; period; planning; study; urban
• Urban Morphology and Development of Mae Hong Son Old City: A Geospatial Analysis for Sustainable Heritage Conservation by O-in, Supharerk (2025) - Comparison of the Number of Buildings and the Area Size of Mae Hong Son City Before 1971 1971 1981 2002 2023 Building 1,328 2,855 6,002 10,053 11,948 Area (km2) 0.47 1.22 3.58 8.31 9.71 Source: Author, 2025 When examining the building patterns, it was found that Mae Hong Son city has a concentration of buildings in the center of the community, particularly along main road, covering an area of approximately 0.45 https://doi.org/10.14710/geoplanning.12.1.69-78 O-in / Geoplanning: Journal of Geomatics and Planning, Vol 12, No 1, 2025, 69 - 78 DOI: 10.14710/geoplanning.12.1.69-78 74 square kilometers (Figure 6 and Table 2 & 3). Announcement of Mae Hong Son Old City area. Keywords: city; conservation; density; development; hong; mae; mae hong; morphology; planning; son; urban
• PEMETAAN PERKEMBANGAN PERHOTELAN DI PUSAT PERDAGANGAN DAN JASA KOTA SEMARANG DENGAN SISTEM INFORMASI GEOGRAFIS by Hermawan, Andi; Syahbana, Joesron Alie (2015) - Hotel sebagai salah satu komponen perdagangan dan jasa yang potensial di pusat perdagangan dan jasa Peterongan - Tawang - Siliwangi berperan penting sebagai penyumbang penerimaan pendapatan di Kota Semarang. Kawasan Petawangi sebagai pusat perdagangan dan jasa di Kota Semarang terus mengalami pertumbuhan yang pesat. Keywords: analisis; dalam; dan; dapat; dari; dengan; geomatics; geoplanning; hermawan; ini; jasa; journal; kawasan; kecamatan; kelurahan; kota; masing; memiliki; menjadi; mice; pada; pemerintah; perdagangan; perhotelan; perkembangan; petawangi; planning; pusat; sebagai; secara; sektor; semarang; tahun; terjadi; untuk; vol; yang

• GIS-BASED ANALYSIS FOR ASSESSING LANDSLIDE AND DROUGHT HAZARD IN THE CORRIDOR OF MT. MERAPI AND MT. MERBABU NATIONAL PARK, INDONESIA by Marhaento, Hero (2016) - Management of corridor area so far focused on its function as the expansion of protected areas to connect between biomes (Joshi et al., 2013; Wangchuk, 2007). In addition, people who live in corridor area are also lack of understanding about other functions of protected area, especially as a water and soil regulator to prevent natural disasters (Qutni, 2004). Keywords: analysis; area; cepogo; corridor; district; drought; hazard; landslide; selo; study; sub
• GIS-BASED LANDSLIDE SUSCEPTIBILITY ASSESSMENT AND FACTOR EFFECT ANALYSIS BY CERTAINTY FACTOR IN UPSTREAM OF JENEBERANG RIVER, INDONESIA by Nurdin, Putri Fatimah; Kubota, Tetsuya (2018) - With the availability of increasing number of landslide causative factors, finding the best combination of factors has become an important research issue. Landslide causative factors could have different degrees of effects on the accuracy of landslide susceptibility maps that has been investigated by several types of research in the literature. Keywords: analysis; area; elevation; factors; iteration; journal; landslide; map; model; rate; regression; slope; study; susceptibility
• The Spatial Patterns and Local Economic Determinant of Industrial Agglomeration in Semarang District, Indonesia by Pangarso, R Agung; Suharyadi, R; Rijanta, R (2020) - Sub-sector (ISIC two digit) Residual Squares AICc Adjusted R2 Interpretation 1. Sub-sector (ISIC two digit) Predictor variable Location (Sub-district) Keywords: agglomeration; analysis; apparel; areas; district; factors; food; industrial; industry; region; sector; semarang; sub; urban
• Slum Upgrading Spatial Model Based on Level of Vulnerability to Climate Change in Coastal Area of Semarang City by Astuti, Khristiana Dwi; Pangi, P; Yesiana, Reny; Harjanti, Intan Muning (2021) - b. Trimulyo Village The location distribution of slum settlements area in Trimulyo village is in RW 3, particularly in RT 3 and RT 4 with 3.55-hectare total slum settlements area. The houses in slum settlements area of Trimulyo village were entirely permanent units with plaster/ceramic made floor, brick or wood mass wall and the roof was constructed by a tin roof and wavy tile roof. Keywords: analysis; area; capital; community; level; mangkang; mangkang wetan; settlements; slum; trimulyo; upgrading; urban; village; vulnerability; wetan

• Reclassification of Urban Growth in Rural Area, Temanggung Regency, Indonesia by Wijaya, Holi Bina; Buchori, Imam (2022) - 1 GeoPlanning Journal of Geomatics and Planning Vol. 9, No. 1, 2022 Original Research Reclassification of Urban Growth in Rural Area, Temanggung Regency, Indonesia Holi Bina Wijaya 1,2*, Imam Buchori 1 1. Department of Urban and Regional Planning, Diponegoro University, Indonesia 2. Doctoral Program in Architecture and Urbanism, Diponegoro University, Indonesia DOI: 10.14710/geoplanning.9.1.1-16 Abstract Reclassification is part of urban growth components, together with the natural growth of birth and death, and migration from rural to urban areas. Historical data confirms that the economic growth in urban areas is due more to a residual increase from the change in migration and reclassification rather than natural growth. Keywords: areas; changes; development; growth; industry; population; reclassification; regency; rural; sub; temanggung; temanggung regency; urban; urbanization

• CHALLENGING POTENCY OF JAYENGAN : NEW OPPORTUNITY FOR DEVELOPMENT OF SUSTAINABLE JEWELRY CREATIVE INDUSTRIAL KAMPUNG-BASED TOURISM IN SURAKARTA by Astuti, Winny; Qomarun, Qomarun; Febela, Alpha; Putri, Rufia Andisetyana; Astuti, Dyah Widi (2017) - Tourism product development and product diversification in destinations. In the first five years, Kampung development is planned for strengthening internal institution and initiation of Government Networks with the capacity building strategies in the form of Forum Jayengan Jewelry Kampung; developing of Block Area I as the center of the planned area; strengthening networks with other institutions and related parties; developing of Jewelry industrial cluster institution and cooperative institution; developing of related events such as bazar, expo; and developing of Information and Technology for marketing kampung as tourist destination based on creative industry. Keywords: area; destination; development; industry; jayengan; jewelry; kampung; potencies; product; surakarta; tourism
• The Integration of Transportation Route of Industrial Area and Lurik Tourism for Production and Sales Optimization by Yudana, Galing; Aliyah, Istijabatul; Sugiarti, Rara (2020) - Map of Lurik Industry in Telingsing Village, Cawas Sub-District, Klaten District Lurik is one of the local cultures possibly developed as an attraction of tourism areas in Klaten District. Both patterns can be integrated to achieve the effectiveness of lurik industrial tourism development routes through a lurik industrial tourism concept based integration of transportation access. Keywords: area; development; district; industrial; industry; lurik; pattern; tourism; transportation

• KAJIAN PERUBAHAN KETERSEDIAAN RUANG TERBUKA HIJAU DI KECAMATAN TEMBALANG, KOTA SEMARANG, BERBASIS INTERPRETASI CITRA SATELIT by Nugraha, Riyan; Rahayu, Sri (2014) - -4,93% Dari hasil tersebut dapat diketahui bahwa secara keseluruhan RTH di Kecamatan Tembalang selama kurun waktu tahun 1999-2011 mengalami penurunan luas 197,13 Ha dengan RTH yang mengalami penurunan luas adalah RTH kawasan pertanian lahan basah, dan RTH yang mengalami peningkatan luas adalah RTH kawasan permukiman. 2,27% Jumlah 3.017,73 75,62% Berdasarkan hasil tersebut, RTH terluas adalah RTH kawasan pertanian lahan kering seluas 1.271,08 Ha, kemudian terluas kedua adalah RTH kawasan permukiman seluas 1.187,08 Ha, terluas ketiga adalah RTH kawasan pertanian lahan basah seluas 265,35 Ha, terluas keempat adalah RTH kawasan pendidikan seluas 107,24 Ha, terluas kelima adalah RTH kawasan permukiman seluas 90,6 Keywords: adalah; analisis; citra; dan; dari; dengan; hasil; kawasan; kecamatan; kota; lahan; luas; pada; rth; ruang; seluas; semarang; tahun; tembalang; untuk; yang
• PEMETAAN PENGARUH PERKEMBANGAN PASAR WAGE KOTA PURWOKERTO TERHADAP LINGKUNGAN PERMUKIMAN SEKITAR by Pamulih, Tantio Kartiko; Widjonarko, Widjonarko (2014) - Pengertian pasar bagi seorang ekonom adalah semua pembeli dan penjual yang menjual dan melakukan transaksi atas barang/jasa tertentu. Misalnya dengan mengurangi luas tempat untuk pembeli satu meter agar agar pedagang dapat tertampung, memisahkan jenis dagangannya yang kering di lantai dua dan yang basah di lantai satu. Keywords: adalah; aktivitas; atau; bangunan; beberapa; dalam; dampak; dan; dapat; dari; dengan; drainase; hal; ini; jalan; juga; karena; kondisi; lahan; limbah; lingkungan; masyarakat; menjadi; oleh; pada; pasar; pedagang; perdagangan; permukiman; ruang; rumah; sampah; sebagai; secara; sekitar; tempat; terjadi; tersebut; tidak; untuk; wage; yang
• MODEL SPASIAL STATISTIK KEPEMILIKAN SEPEDA MOTOR DI KECAMATAN BANYUMANIK, KOTA SEMARANG by Ardiansyah, Shepta Yudha; Rakhmatullah, Anita Ratnasari (2014) - Jika pembagian wilayah dalam dan luar Kota Semarang terbagi lagi menjadi tipologi kawasan maka akan terbentuk 3 kawasan baru yakni kawasan yang menuju ke pusat kota (27%), kawasan pinggiran kota (67%) dan kawasan yang berada di luar Kota Semarang (6%). Untuk kepemilikan sepeda motor yang paling rendah berada pada kawasan perumahan mewah seperti Perumahan Graha Estetika dan Perumahan Bukitsari. Keywords: adalah; analisis; banyumanik; dalam; dan; dengan; hasil; ini; kawasan; kecamatan; kepemilikan; klaster; kota; masyarakat; merupakan; motor; pada; perumahan; pola; rumah; semarang; sepeda; spasial; untuk; yang
• LOKASI OPTIMAL PENGEMBANGAN TPI UNTUK MENDUKUNG PERKEMBANGAN KAWASAN PESISIR KECAMATAN KRAGAN KABUPATEN REMBANG by Astuti, Khristiana Dwi; Viyetri, Ricye (2014) - Adanya 3 TPI di Kecamatan Kragan yaitu TPI Pandangan, TPI Karanglincak dan TPI Karanganyar belum beroperasi secara maksimal. Berikut ini profil TPI pandangan, TPI Karanglincak, dan TPI karanganyar. Keywords: daerah; dan; dari; dengan; hasil; kecamatan; kragan; lokasi; nilai; pemasaran; pendekatan; perikanan; pesisir; produksi; rembang; sarana; sumber; tpi; untuk; wilayah; yaitu; yang
• PEMETAAN POTENSI BENCANA LONGSOR DI KELURAHAN KEMBANG ARUM by Widjonarko, Widjonarko; Wijaya, Holi Bina (2014) - Wilayah Kelurahan Kembangarum yang bertopografi datar (0-8%) yaitu pada RW.II, III, IV, untuk wilayah yang bertopografi landai (2-15%) berada pada RW.I. V, VI, VII, IX, dan XIII, sedangkan wilayah yang bertopografi bergelombang/agak curam (15-25%) berada di wilayah RW.VIII, XI, dan XII, dan wilayah yang bertopografi curam (25-40%) RW X dan sebagian kecil RW XIII. Faktor eksternal terjadinya longsor di Kelurahan Kembang Arum meliputi kontruksi bangunan yang buruk dan juga cara pengaliran air hujan atau jaringan drainase yang kurang memadai. Keywords: adalah; akan; arum; bencana; daerah; dan; dapat; dari; dengan; faktor; ini; kelurahan; kembang; kondisi; lahan; longsor; masyarakat; memiliki; mereka; merupakan; pada; potensi; rawan; secara; tanah; terhadap; terjadi; tidak; tinggi; untuk; wilayah; yang
• PEMANFAATAN PENGINDERAAN JAUH UNTUK IDENTIFIKASI PERMUKIMAN KUMUH DAERAH PENYANGGA PERKOTAAN (Studi Kasus : Kecamatan Mranggen Kabupaten Demak) by Ramadhan, Rezky Arief; Pigawati, Bitta (2014) - Kepadatan penduduk yang tinggi dan masyarakatnya yang heterogen; 5. Desa Bandungrejo, Desa Batursari, dan Desa Mranggen memiliki lokasi yang strategis karena dilalui jalan Semarang-Purwodadi, dekat dengan pusat perdagangan (pasar dan pertokoan) dan pusat pemerintahan (kantor kecamatan). Keywords: analisis; bangunan; berdasarkan; daerah; dan; dapat; dari; dengan; desa; kawasan; kecamatan; kondisi; kota; kumuh; memiliki; merupakan; mranggen; penduduk; penyangga; permukiman; permukiman kumuh; rumah; semarang; tidak; tingkat; untuk; yang
• POLA KERUANGAN PENYAKIT MENULAR (DBD) KOTA SEMARANG by Widjonarko, Widjonarko; Rudiarto, Iwan; Rahayu, Sri (2014) - 3. HASIL DAN PEMBAHASAN 3.1 Tingkat Kejadian dan Pola Keruangan Penyakit Demam Berdarah Dengue Kota Semarang dengan karakter morfologi berupa dataran rendah dan perbukitan memiliki angka kejadian penyakit DBD yang tergolong tinggi. Di tahun 2010 mengalami peningkatan kembali di bagian tengah, utara dan barat Kota Semarang. Keywords: analisis; berdarah; dalam; dan; dbd; demam; dengan; ini; kasus; kejadian; kelurahan; keruangan; kesehatan; kota; kualitas; lingkungan; menular; pada; penyakit; penyebaran; permukiman; pola; semarang; tahun; terhadap; yang
• IDENTIFIKASI POTENSI MULTI-BENCANA DI KABUPATEN LANDAK KALIMANTAN BARAT by Wahyuningtyas, A; Pratomo, Rahmat Aris (2015) - Tingkat Kerawanan Kebakaran Hutan 100 Tinggi 210-300 3 3,00 Sedang 101-200 2 2,00 Rendah <100 1 1,00 Berdasarkan hasil skoring di atas, Kabupaten Landak memiliki tiga tingkat kerawanan terhadap kebakaran hutan, yaitu kerawanan rendah, sedang, dan kerawanan tinggi. Tingkat Kerawanan Kebakaran pada Permukiman 100 Tinggi 210-300 3 3,00 Sedang 101-200 2 2,00 Rendah <100 1 1,00 Berdasarkan hasil skoring di atas, Kabupaten Landak memiliki tiga tingkat kerawanan terhadap kebakaran pada permukiman, yaitu kerawanan rendah, sedang, dan kerawanan tinggi. Keywords: bencana; dan; dengan; kabupaten; kebakaran; kecamatan; kerawanan; landak; memiliki; pada; potensi; rendah; sedang; terhadap; tinggi; tingkat; tingkat kerawanan; untuk; wilayah; yang
• KONVERSI LAHAN PERTANIAN PADA KORIDOR JALAN SOLO-YOGYAKARTA DI KABUPATEN KLATEN by Rahayu, Sri; Rudiarto, Iwan; Pangi, Pangi (2015) - Secara keseluruhan, penggunaan lahan yang tidak sesuai dengan RTRW Kabupaten Klaten mencapai Identiikasi Penggunaan Lahan Tahun 1994 dan 2013 Hasil klasifikasi penggunaan lahan dari citra landsat dihasilkan 5 jenis penggunaan lahan yang berada di wilayah studi yaitu penggunaan lahan industri, permukiman, lahan terbuka, lahan pertanian dan vegetasi lain. Keywords: 2013; ada; analisis; citra; daerah; dan; dengan; ini; kabupaten; klaten; konversi; koridor; lahan; penelitian; penggunaan; pertanian; tahun; yang
• EVALUASI CITRA WORLDVIEW-2 UNTUK PENDUGAAN KEDALAMAN PERAIRAN DANGKAL PULAU KELAPA-HARAPAN MENGGUNAKAN ALGORITMA RASIO BAND by Subarno, Tarlan; Siregar, V P; Agus, S B (2015) - Rasio antara band 1 dan band 4 memberikan nilai R 2 sebesar 0,55 dari hasil regresi terhadap sampel kedalaman lapangan. Kemampuan GEM pada panjang gelombang lebih pendek untuk melakukan penetrasi pada kolom air yang lebih dalam adalah alasan mengapa reflektansi pada band 1 di wilayah kajian ini cenderung lebih lambat menurun seiring bertambahnya kedalaman dibandingkan band 2 dan band 3. Keywords: band; citra; dan; dari; dengan; digunakan; hasil; ini; kedalaman; lapangan; lebih; masing; nilai; pada; perairan; rasio; reflektansi; untuk; worldview-2; yang
• REFLEKSI 5 TAHUN PASKA ERUPSI GUNUNG MERAPI 2010: MENAKSIR KERUGIAN EKOLOGIS DI KAWASAN TAMAN NASIONAL GUNUNG MERAPI by Marhaento, Hero; Kurnia, Asep N (2015) - Berdasarkan hasil penilaian kerusakan dan kerugian yang dilakukan oleh Pada 21 Oktober 2010, status tersebut mening... Berdasarkan hasil penilaian kerusakan dan kerugian yang dilakukan oleh Keywords: adalah; berat; biaya; blok; dan; dari; dengan; di kawasan; digunakan; dilakukan; ekologis; ekosistem; erupsi; erupsi gunung; gambar; gunung; gunung merapi; hutan; ini; karbon; kawasan; kerugian; kerusakan; marhaento; mengalami; merapi; nasional; nilai; oleh; pada; paska; pendekatan; restorasi; rptn; sedang; tahun; taman; tidak; tngm; total; untuk; yang

• COORDINATE TRANSFORMATION USING FEATHERSTONE AND VANÍČEK PROPOSED APPROACH - A CASE STUDY OF GHANA GEODETIC REFERENCE NETWORK by Ziggah, Yao Yevenyo; Ayer, John; Laari, Prosper Basommi; Frimpong, Eric (2017) - On the basis of the above related issues, the present authors were motivated to apply for the first time the Featherstone and Vanicek (1999) coordinate transformation model (FV model) in Ghana’s geodetic reference network. Conversion of Geodetic Coordinate to Cartesian Coordinate The forward conversion of geodetic coordinate to Cartesian coordinate was the first step employed in the coordinate transformation process. Keywords: coordinates; geodetic; ghana; height; model; network; transformation
• MODEL OF SOIL AND WATER CONSERVATION MEASURES APPLICATION BASED ON DISTRICT SPATIAL PLANNING IN MAMASA WATERSHED, SOUTH SULAWESI by Yusuf, Sri Malahayati; Murtilaksono, Kukuh; Astuti, R.K.; Arifin, Syaiful (2017) - Mamasa watershed management underscore the need for planning, monitoring and evaluation in order to ensure the preservation of water distribution throughout the year and to minimize the increase in surface runoff or sediment. As 66.17% (76,497 hectares) area of Mamasa watershed is categorized as degraded land. Keywords: flow; mamasa; mamasa watershed; management; model; runoff; scenario; sediment; soil; sub; watershed
• PRELIMINARY INVESTIGATION OF THE ROBUSTNESS OF MAXIMALLY STABLE EXTREMAL REGIONS (MSER) MODEL FOR THE AUTOMATIC REGISTRATION OF OVERLAPPING IMAGES by Ajayi, Oluibukun Gbenga; Nwadialor, Ifeanyi Jonathan; Onuigbo, Ifeanyi Chukwudi; Kemiki, Olurotimi Adebowale (2018) - One of the essential image processing operations in remote sensing is image registration. The basic aim of image registration is to ensure that two overlapping image pairs are aligned and matched spatially such that analogous pixels in the overlapping image pairs will correspond to the exact imaged scene of interest (physical region). Keywords: campaign; feature; figure; image; model; mser; pairs; registration
• Modelling Itasy Lake Water Quality by Long Short Term Memory (LSTM) using Landsat8 Data by Frederick, Randrianiaina Jerry Jean Christien; Itokiana, Rakotonirina Rija; Rasoloariniaina, Jean Robertin; Razafindramisa, Fils Lahatra (2025) - To enrich the knowledge about implementation of LSTM model, this study aimed to convey the improvement of water quality model using LSTM to show the new development of LSTM based on deep neural networks, branches of machine learning. An investigation into water quality monitoring models using remote sensing. Keywords: conductivity; figure; itasy; lake; lstm; model; optimization; oxygen; quality; water; water quality

• SATELLITE-DERIVED BATHYMETRY USING RANDOM FOREST ALGORITHM AND WORLDVIEW-2 IMAGERY by Manessa, Masita Dwi Mandini; Kanno, Ariyo; Sekine, Masahiko; Haidar, Muhammad; Yamamoto, Koichi; Imai, Tsuyoshi; Higuchi, Takaya (2016) - Satellite derived bathymetry (SDB) is useful to efficiently densify (depend on image spatial resolution) the information of water depth in shallow water areas. Determination of water depth with high-resolution satellite imagery over variable bottom types. Keywords: bands; depth; gili; island; linear; water
• Modelling Precipitable Water Vapour (PWV) Over Nigeria from Ground-Based GNSS by Swafiyudeen, Bawa; Sa'i, Usman Ibrahim; Bala, Adamu; Abubakar, Aliyu Zailani; Musa, Adamu Abubakar; Shehu, Nura (2021) - Temporal Variability of ground based GNSS PWV and NCEP PWV GNSS Precipitable water vapour The results of the daily average Precipitable Water Vapour for the years 2012 and 2013 as observed from thirteen (13) Keywords: et al; figure; gnss; pwv; stations; vapour; water

• RELATIONSHIP BETWEEN URBANIZATION AND DENGUE HAEMORRHAGIC FEVER INCIDENCE IN SEMARANG CITY by Pratama, Isnu Putra; Rahayu, Sri (2016) - Semarang total population reached 1.54 million in 2011. The second variable (X2) population growth showed positive signs, namely 1081.76 thus inferred to have a positive relationship (unidirectional) with dengue incidence rates because the greater the value of population growth, the higher the incidence of dengue, a third variable (X1) population density, shows 0.05 positive sign that concluded there is a positive correlation with dengue, as well as a fourth variable (X4) ie settlement land use changes that indicate a positive value 230.14 to infer the existence of a positive relationship between these variables with independent variables that the incidence of DHF. Keywords: dengue; density; district; incidence; population; relationship; semarang; urbanization

• ASSESSMENT OF MANGROVE FOREST DEGRADATION THROUGH CANOPY FRACTIONAL COVER IN KARIMUNJAWA ISLAND, CENTRAL JAVA, INDONESIA by Kamal, Muhammad; Hartono, Hartono; Wicaksono, Pramaditya; Adi, Novi Susetyo; Arjasakusuma, Sanjiwana (2016) - Assessing forest canopy fractional cover (fc) using remote sensing data is one way of measuring mangrove forest degradation. This study aims to (1) estimate the forest canopy fc using a semi-empirical method, (2) assess the accuracy of the fc estimation and (3) create mangrove forest degradation from the canopy fc results. Keywords: cover; degradation; et al; field; forest; image; mangrove; study; values
• Sonic Justice and Tree Equity: Exploring Spatial Correlations between Aviation-Related Noise, Demographics, and Tree Canopy by Rodriguez-González, Mayra I; Torres-Garrido, Kevin G (2023) - Aviation noise impacts: state of the science. The impacts of noise pollution on human health have been extensively documented. Keywords: aviation; canopy; cover; noise; pollution; states; tree; united

• ESTIMATING MANGROVE FOREST DENSITY USING GAP FRACTION METHOD AND VEGETATION TRANSFORMATION INDICES APPROACH by Khakhim, Nurul; Putra, Akbar Cahyadhi Pratama; Widhaningtyas, Tantri Utami (2018) - Estimating mangrove forest density using gap fraction method and vegetation transformation indices approach. The objectives of the study were to examine the accuracy of the estimation of mangrove forest density using remote sensing with OPEN ACCESS Article Info: Received: 14 Dec 2016 in revised form: 31 May 2017 Accepted: 3 November 2017 Available Online: 30 April 2018 Keywords: Mapping, Estimate, Remote Sensing, Mangrove Forest, Gap Fraction, Landsat-8 OLI Corresponding Author: Nurul Khakhim Faculty of Geography, Universitas Gadjah Mada, Yogyakarta Email: nurulk@ugm.ac.id https://doi.org/10.14710/geoplanning.5.1.35-42 https://doi.org/10.14710/geoplanning.5.1.35-42 mailto:nurulk@ugm.ac.id Khakhim et al. / Keywords: canopy; density; field; forest; index; mangrove; method; results; sensing; vegetation

• Assessing Urban Development Impacts in the Padang Coastline City, West Sumatra Indonesia; Coastline Changes and Coastal Vulnerability by Wisha, Ulung Jantama; Dhiauddin, Ruzana; Ondara, Koko; Gemilang, Wisnu Arya; Rahmawan, Guntur Adhi (2022) - Enviromental Monitoring of Land Subsidence in The Coastal Area of Padang City Using Sentinel 1 Sar Dataset. Digital Shoreline Analysis System (DSASv5) was employed to estimate the coastline changes throughout Padang coastal area. Keywords: area; beach; changes; city; coastal; coastline; erosion; et al; journal; padang; padang city; sediment; transport; vulnerability; wisha

• The Effects of Green Open Spaces on Microclimate and Thermal Comfort in Three Integrated Campus in Yogyakarta, Indonesia by Ambarwati, Nurwidya; Faida, Lies Rahayu Wijayanti; Marhaento, Hero (2023) - The lowest temperature in UMY have high density canopy and clustered green open space pattern. Abstract This study aims to assess the effect of green open space (GOS) on the microclimate and thermal comfort in three integrated campuses namely Universitas Gadjah Mada (UGM), Universitas Muhammadiyah Yogyakarta (UMY), and Universitas Pembangunan Nasional (UPN) Veteran. Keywords: area; campus; comfort; density; green; humidity; microclimate; pattern; space; temperature; ugm; umy; upn; veteran; yogyakarta

• Shoreline Dynamics in the Very Small Islands of Karimunjawa – Indonesia: A Preliminary Study by Alwi, Mulyadi; Mutaqin, Bachtiar W.; Marfai, Muh Aris (2023) - In Karimunjawa, coastal erosion co-occurs with other hazards (e.g., ecosystem disruption, gradual inundation, seawater intrusion, and tidal floods) may have a multiplier effect than the coastal erosion that occurs individually (Appelquist et al., 2016; Gill & Malamud, 2016; Micallef et al., 2018). Therefore, further studies are needed to determine the type of mitigation that is somewhat suitable to be applied and with the better materials to be considered (Appelquist et al., 2016; Marfai et al., 2022; Micallef et al., 2018). Keywords: accretion; changes; erosion; et al; indonesia; islands; journal; karimunjawa; mutaqin; shoreline; small

• Traffic Noise Absorption and Propagation in A Three-Dimensional Spatial Environment by Wickramathilaka, Nevil Vidyamanee; Ujang, Uznir; Azri, Suhaibah; Choon, Tan Liat; Rupasinghe, Attygalage Ranjith (2024) - The study has found the variation of traffic noise with and without tree noise barriers. The voxel-based, convex hull, and concave hull methods are used to visualize tree canopies in three-dimensional (3D). Keywords: area; belts; canopy; convex; et al; hull; journal; leaves; noise; noise absorption; point; surface; traffic noise; tree; tree canopy; visualization; voxel

• Temperature Acquisition System for Real Time Application of First Velocity Correction by EDM (Electronic Distance Measurement) by Carvajal Rodriguez, Felipe Andrés; Koenig Veiga, Luis Augusto; Alcântara Soares, Wilson (2021) - 2.1. DS18B20 and TMP36 temperature sensors The evaluation applied to DS18B20 and TMP36 sensor seeks to choose the more suitable sensor for this work. In addition, a trend line adjusted by a second-degree polynomial, calculated from difference values between the thermometer and DS18B20 sensor, provides the correction function for temperature sensor measurements, the calibration function is: Figure 5. Keywords: correction; distance; ds18b20; experiment; figure; index; monitoring; network; sensor; temperature; values

• Flood Hazard Mapping in Residential Area Using Hydrodynamic Model HEC-RAS 5.0 by Al Amin, Muhammad Baitullah; Ilmiaty, Reini Silvia; Marlina, Ayu (2020) - The standard methods and guidelines in the development and classification of flood hazard levels in Indonesia are not currently available in detail. Marlina / Geoplanning: Journal of Geomatics and Planning, Vol 7, No 1, 2020, 25-36 doi: 10.14710/geoplanning.7.1.25-36 | 27 Table 1 below provides a range of flood hazard levels for each indicator. Keywords: area; depth; figure; flood; flood hazard; flow; hazard; level; study; velocity

• Changes in the Coverage of Essential Services Along the Rural Provincial Border as a Result of Informal Collaboration by Andini, Isti; Djunaedi, Achmad; Swasto, Deva Fosterharoldas (2022) - Recent research on informality in public services indicates that informal services occur in part due to the necessity for reallocation negotiations (Demmke, 2017) and extra access in decision- making (Hunnicutt & Gbaintor-Johnson, 2020). Geoplanning: Journal of Geomatics and Planning, Vol 9, No 1, year, 25-36 DOI: 10.14710/geoplanning.9.1.25-36 27 Studies that evaluate the benefits of informal services on the side of service customers, such as Rye et al. (2018), which identify cost efficiency in the transportation sector as a result of informal interactions, and Warai (2021), who identified the time for service users performing informal acts, provides proof of the benefits of incorporating informal acts in public services. Keywords: border; collaboration; cooperation; cross; health; index; indonesia; informal; panggang; provincial; public; pustu; services; villages

• Spatial Classification of Sentinel-2 Satellite Images with Machine Learning Approach by Nursidah, Dea Ratu; Fauzan, Achmad; Setya Adhiwibawa, Marcelinus Alfafisurya (2025) - A Raster-based model for flood inundation mapping on delta lowland, MATEC Web of Conferences, 2018 Publication researchcommons.waikato.ac.nz Internet Source 123dok.com Internet Source www.fit.vut.cz Internet Source www.ijert.org Internet Source Submitted to University of Westminster Student Paper 29 <1% 30 <1% 31 <1% 32 <1% 33 <1% www.dovepress.com Internet Source S A Komarudin, D Anggraeni, A Riski, A F Hadi. Analysis of Daubechies Wavelet and Neural Network for Audio Classification, 2019 International Conference on Information and Communications Technology (ICOIACT), 2019 Publication journal.ipb.ac.id Internet Source link.springer.com Internet Source oseana.lipi.go.id Internet Source www.frontiersin.org Internet Source www.mdpi.com Internet Source 43 <1% 44 <1% 45 <1% 46 <1% www.serena.unina.it Internet Source A S Thoha, O A Lubis O, D L N Hulu, T Y Sari, Z Mardiyadi. Keywords: internet; internet source; paper; publication; source; student

Epilogue

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Created: 2025-12-23