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Journal articles on the topic 'Exploratory landscape analysis'

Author: Grafiati

Published: 25 May 2024

Last updated: 19 July 2025

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1

Rosetia, Amanda, and Nor Zalina Harun. "An Exploratory Analysis of the Definition and Conceptualization of Cultural Landscape." Jurnal Kejuruteraan si6, no. 1 (2023): 17–27. http://dx.doi.org/10.17576/jkukm-2023-si6(1)-02.

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Many have analyzed “cultural landscape” and its meaning. Some recall the basics of diverse fields, such as “a cultural landscape is a landscape that has been cultivated” or “culture that dwells in a landscape.” The need to decipher “cultural landscape” has drive n research on people’s cultural views of their immediate surroundings. This study suggests cultural landscape research in South East Asia against the backdrop of emerging approaches in cultural landscape research worldwide. Thus, this essay will examine cultural dynamics arguments and hypotheses. This exploratory review and inductive q

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Lang, Ryan Dieter, and Andries Petrus Engelbrecht. "An Exploratory Landscape Analysis-Based Benchmark Suite." Algorithms 14, no. 3 (2021): 78. http://dx.doi.org/10.3390/a14030078.

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The choice of which objective functions, or benchmark problems, should be used to test an optimization algorithm is a crucial part of the algorithm selection framework. Benchmark suites that are often used in the literature have been shown to exhibit poor coverage of the problem space. Exploratory landscape analysis can be used to quantify characteristics of objective functions. However, exploratory landscape analysis measures are based on samples of the objective function, and there is a lack of work on the appropriate choice of sample size needed to produce reliable measures. This study pres

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Chang Chien, Yi-Min, Steve Carver, and Alexis Comber. "An Exploratory Analysis of Expert and Nonexpert-Based Land-Scape Aesthetics Evaluations: A Case Study from Wales." Land 10, no. 2 (2021): 192. http://dx.doi.org/10.3390/land10020192.

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The debate over the conceptual constructs of landscape aesthetics, specifically whether landscape quality is inherently related to landscape physical characteristics or is subjectively “in the eye of the beholder,” has continued for years. Solutions accommodating both the biophysical and perceptual aspects of landscapes are thus desirable for landscape planners and policymakers. In response to policy shifts that emphasise both expert and public landscape perspectives, this study investigates the relationships between formal and informal landscape evaluations. It analyses crowdsourced data desc

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Yusup, Rahmad, Hijril Ismail, and Rima Rahmaniah. "MAPPING THE LANDSCAPE OF EXPLORATORY READING: A BIBLIOMETRIC ANALYSIS." English Review: Journal of English Education 13, no. 1 (2025): 155–64. https://doi.org/10.25134/erjee.v13i1.10226.

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The exploration of reading is pivotal for enhancing comprehension, fluency, and critical thinking. Despite its importance, discrepancies persist between theoretical models and practical applications in reading education. The objective of this study is to present a thorough review of the literature on exploring reading. Articles were searched using Publish or Perish with Scopus Database. The study analyzed 147 articles from 2019-2023. The Mendeley software is utilized to resume and manage references. The researchers applied to VOSviewer to review and identify articles. Seven clusters have been

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Staniak, Mateusz, and Przemysław Biecek. "The Landscape of R Packages for Automated Exploratory Data Analysis." R Journal 11, no. 2 (2019): 347. http://dx.doi.org/10.32614/rj-2019-033.

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Sarefo, Seth, Maurice Dawson, and Mphago Banyatsang. "An exploratory analysis of the cybersecurity threat landscape for Botswana." Procedia Computer Science 219 (2023): 1012–22. http://dx.doi.org/10.1016/j.procs.2023.01.379.

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Song, Shangzhou, Shaohua Wang, Huichun Ye, and Yong Guan. "Exploratory Analysis on the Spatial Distribution and Influencing Factors of Beitang Landscape in the Shangzhuang Basin." Land 11, no. 3 (2022): 418. http://dx.doi.org/10.3390/land11030418.

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Beitang landscape is a production system and land use pattern that ancient people created to adapt to droughts and floods during a long traditional farming culture. It has a critical reference meaning for water resource use and water systems protection in modern cities. Taking the Shangzhuang Basin (China) as an example, this study used multi-source data, such as remote sensing images, Beitang vector dataset, land-use dataset, elevation, slope, river, road, and field survey, to investigate the spatial distribution and influencing factors Beitang landscape. Results showed that in a typical smal

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Munoz, Mario A., Michael Kirley, and Saman K. Halgamuge. "Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content." IEEE Transactions on Evolutionary Computation 19, no. 1 (2015): 74–87. http://dx.doi.org/10.1109/tevc.2014.2302006.

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Pikalov, M. V., and А. М. Pismerov. "GENETIC ALGORITHM PARAMETER TUNING USING EXPLORATORY LANDSCAPE ANALYSIS AND MACHINE LEARNING." IZVESTIYA SFedU. ENGINEERING SCIENCES, no. 2 (March 17, 2024): 221–28. http://dx.doi.org/10.18522/2311-3103-2024-2-221-228.

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Alyahya, Khulood, and Jonathan E. Rowe. "Landscape Analysis of a Class of NP-Hard Binary Packing Problems." Evolutionary Computation 27, no. 1 (2019): 47–73. http://dx.doi.org/10.1162/evco_a_00237.

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This article presents an exploratory landscape analysis of three NP-hard combinatorial optimisation problems: the number partitioning problem, the binary knapsack problem, and the quadratic binary knapsack problem. In the article, we examine empirically a number of fitness landscape properties of randomly generated instances of these problems. We believe that the studied properties give insight into the structure of the problem landscape and can be representative of the problem difficulty, in particular with respect to local search algorithms. Our work focuses on studying how these properties

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Judijanto, Loso, Eva Yuniarti Utami, Rianti Setyawasih, and Teddy Oswari. "Exploratory Analysis of Literature on the Impact of Globalization on Finance." West Science Interdisciplinary Studies 1, no. 12 (2023): 1451–60. http://dx.doi.org/10.58812/wsis.v1i12.525.

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This exploratory analysis delves into the extensive body of literature examining the intricate relationship between globalization and finance in the contemporary era. As global economic forces continue to reshape financial landscapes worldwide, this study synthesizes insights from diverse disciplines, including economics, finance, sociology, and political science. The analysis uncovers the transformative power of globalization on financial structures, institutions, and market behaviors, revealing a nuanced interplay that extends beyond economic transactions. The literature review explores key

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Caldeira, Sofia P. "The Pluralization of Feminist Hashtag Landscapes: An Exploratory Mapping of Feminist Hashtags on Portuguese Instagram." Social Media + Society 9, no. 2 (2023): 205630512311716. http://dx.doi.org/10.1177/20563051231171638.

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Feminist hashtags are often studied in the context of concise and highly visible hashtag movements. However, most social media and hashtag use exist outside the narrow confines of such movements. This article broadens the scope of exploration of hashtag feminisms, encompassing not only well-defined hashtag movements but also generic hashtags where feminist action might not be overtly or strategically mobilized. It grounds these explorations on the mapping of the Portuguese landscape of feminist hashtags on Instagram. Starting from four hashtags—#feminismoportugal, #igualdadedegénero, #naoparti

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Tavares, Beatriz Carvalho, and Vander Valduga. "Coffeescape: analysis of international bibliographic production on coffee cultural landscapes." Geography Department University of Sao Paulo 43 (December 19, 2023): e206540. http://dx.doi.org/10.11606/eissn.2236-2878.rdg.2023.206540.

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The diversity of coffee culture manifestations and their expressions in the landscape show the potential of interdisciplinary research guided by plural epistemological lenses. This article aims to contribute to the realization of future research on the patrimonialization of agrifood cultural landscapes, especially coffee, in the different producing countries. In this way, it aims to identify the main methodologies and epistemological lenses used in coffee production cultural landscape studies. To this end, a systematic literature review was conducted in Web of Science, Scopus, Redalyc and Thes

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Leiva-González, Elida María, Darío Navarrete-Gutiérrez, Lorena Ruiz-Montoya, Antonio Santos-Moreno, Cristian Kraker-Castañeda, and Maricela García-Bautista. "Analysis of the contribution of landscape attributes on the genetic diversity of Artibeus jamaicensis Leach, 1821." Mammal Research 64, no. 2 (2019): 223–33. https://doi.org/10.5281/zenodo.13449636.

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(Uploaded by Plazi for the Bat Literature Project) It is commonly assumed that bats, due to their flight capacity, are not affected by landscape attributes across small geographic extensions. However, recent studies with phyllostomids have found evidence of negative responses, such as decreasing genetic diversity with decreasing forest amount, specifically in areas dominated by agricultural land. The purpose of this study was to evaluate if landscape composition and configuration could be influencing the genetic diversity of a common frugivorous bat: Artibeus jamaicensis. We worked in an area

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Leiva-González, Elida María, Darío Navarrete-Gutiérrez, Lorena Ruiz-Montoya, Antonio Santos-Moreno, Cristian Kraker-Castañeda, and Maricela García-Bautista. "Analysis of the contribution of landscape attributes on the genetic diversity of Artibeus jamaicensis Leach, 1821." Mammal Research 64, no. 2 (2019): 223–33. https://doi.org/10.5281/zenodo.13449636.

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(Uploaded by Plazi for the Bat Literature Project) It is commonly assumed that bats, due to their flight capacity, are not affected by landscape attributes across small geographic extensions. However, recent studies with phyllostomids have found evidence of negative responses, such as decreasing genetic diversity with decreasing forest amount, specifically in areas dominated by agricultural land. The purpose of this study was to evaluate if landscape composition and configuration could be influencing the genetic diversity of a common frugivorous bat: Artibeus jamaicensis. We worked in an area

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Leiva-González, Elida María, Darío Navarrete-Gutiérrez, Lorena Ruiz-Montoya, Antonio Santos-Moreno, Cristian Kraker-Castañeda, and Maricela García-Bautista. "Analysis of the contribution of landscape attributes on the genetic diversity of Artibeus jamaicensis Leach, 1821." Mammal Research 64, no. 2 (2019): 223–33. https://doi.org/10.5281/zenodo.13449636.

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(Uploaded by Plazi for the Bat Literature Project) It is commonly assumed that bats, due to their flight capacity, are not affected by landscape attributes across small geographic extensions. However, recent studies with phyllostomids have found evidence of negative responses, such as decreasing genetic diversity with decreasing forest amount, specifically in areas dominated by agricultural land. The purpose of this study was to evaluate if landscape composition and configuration could be influencing the genetic diversity of a common frugivorous bat: Artibeus jamaicensis. We worked in an area

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Leiva-González, Elida María, Darío Navarrete-Gutiérrez, Lorena Ruiz-Montoya, Antonio Santos-Moreno, Cristian Kraker-Castañeda, and Maricela García-Bautista. "Analysis of the contribution of landscape attributes on the genetic diversity of Artibeus jamaicensis Leach, 1821." Mammal Research 64, no. 2 (2019): 223–33. https://doi.org/10.5281/zenodo.13449636.

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(Uploaded by Plazi for the Bat Literature Project) It is commonly assumed that bats, due to their flight capacity, are not affected by landscape attributes across small geographic extensions. However, recent studies with phyllostomids have found evidence of negative responses, such as decreasing genetic diversity with decreasing forest amount, specifically in areas dominated by agricultural land. The purpose of this study was to evaluate if landscape composition and configuration could be influencing the genetic diversity of a common frugivorous bat: Artibeus jamaicensis. We worked in an area

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18

Leiva-González, Elida María, Darío Navarrete-Gutiérrez, Lorena Ruiz-Montoya, Antonio Santos-Moreno, Cristian Kraker-Castañeda, and Maricela García-Bautista. "Analysis of the contribution of landscape attributes on the genetic diversity of Artibeus jamaicensis Leach, 1821." Mammal Research 64, no. 2 (2019): 223–33. https://doi.org/10.5281/zenodo.13449636.

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(Uploaded by Plazi for the Bat Literature Project) It is commonly assumed that bats, due to their flight capacity, are not affected by landscape attributes across small geographic extensions. However, recent studies with phyllostomids have found evidence of negative responses, such as decreasing genetic diversity with decreasing forest amount, specifically in areas dominated by agricultural land. The purpose of this study was to evaluate if landscape composition and configuration could be influencing the genetic diversity of a common frugivorous bat: Artibeus jamaicensis. We worked in an area

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Škvorc, Urban, Tome Eftimov, and Peter Korošec. "Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis." Applied Soft Computing 90 (May 2020): 106138. http://dx.doi.org/10.1016/j.asoc.2020.106138.

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Salvati, Luca, and Agostino Ferrara. "Profiling agro-forest landscape types at the wildland–urban interface: an exploratory analysis." Agroforestry Systems 89, no. 2 (2014): 291–303. http://dx.doi.org/10.1007/s10457-014-9766-6.

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Santos, Eric Bem dos, Rejane Magalhães de Mendonça Pimentel, and Milena Dutra da Silva. "Landscape Ecology applied to the study of the Atlantic Forest." Journal of Environmental Analysis and Progress 8, no. 3 (2023): 184–89. http://dx.doi.org/10.24221/jeap.8.3.2023.5427.184-189.

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Understanding the metric and dynamic behavior of the Atlantic Forest landscapes is of fundamental importance for planning and decision-making, especially with regard to the recovery of degraded areas and the creation of public policies for the protection/conservation of biodiversity. In this perspective, landscape ecology is an extremely important tool. From this perspective, the present research aimed to conduct a literature review of the ecology of the landscape linked to studies in the Atlantic Forest. With regard to the methodology, this research should be classified as bibliographic, lite

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Seifried, Rebecca M., and Tuna Kalaycı. "An Exploratory Spatial Analysis of the Churches in the Southern Mani Peninsula, Greece." Open Archaeology 5, no. 1 (2019): 519–39. http://dx.doi.org/10.1515/opar-2019-0032.

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AbstractThe Mani Peninsula is home to hundreds of Orthodox Christian churches that were built within the last millennium. As in other parts of the Eastern Mediterranean countryside, the topological relationship between churches and settlements is a critical factor in understanding the significance of the sacred landscape. Many churches are situated in the central part of a village or on its very edge, but others – what are referred to as “outlying churches” or exokklisia – are built at great distances away. In this paper, we make the first attempt to assess the spatial relationship between the

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Kerschke, Pascal, and Heike Trautmann. "Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning." Evolutionary Computation 27, no. 1 (2019): 99–127. http://dx.doi.org/10.1162/evco_a_00236.

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In this article, we build upon previous work on designing informative and efficient Exploratory Landscape Analysis features for characterizing problems' landscapes and show their effectiveness in automatically constructing algorithm selection models in continuous black-box optimization problems. Focusing on algorithm performance results of the COCO platform of several years, we construct a representative set of high-performing complementary solvers and present an algorithm selection model that, compared to the portfolio's single best solver, on average requires less than half of the resources

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Nickayin, Samaneh Sadat, Luca Salvati, Rosa Coluzzi, et al. "What Happens in the City When Long-Term Urban Expansion and (Un)Sustainable Fringe Development Occur: The Case Study of Rome." ISPRS International Journal of Geo-Information 10, no. 4 (2021): 231. http://dx.doi.org/10.3390/ijgi10040231.

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This study investigates long-term landscape transformations (1949–2016) in urban Rome, Central Italy, through a spatial distribution of seven metrics (core, islet, perforation, edge, loop, bridge, branch) derived from a Morphological Spatial Pattern Analysis (MSPA) analyzed separately for seven land-use classes (built-up areas, arable land, crop mosaic, vineyards, olive groves, forests, pastures). A Principal Component Analysis (PCA) has been finally adopted to characterize landscape structure at 1949 and 2016. Results of the MSPA demonstrate how both natural and agricultural land-uses have de

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Li, Hong Jie, and Xiao Ning Zhang. "Scenic Quality of Highway Landscape Evaluation: A Case Study from China." Advanced Materials Research 113-116 (June 2010): 2389–93. http://dx.doi.org/10.4028/www.scientific.net/amr.113-116.2389.

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Explores empirically the formative factors of the scenic quality concerned with highway landscape evaluation. Based on earlier works the formative factors are comprehensively considered and summed up. Then EFA (exploratory factor analyses) and CFA (confirmatory factor analysis) are made by way of 112 questionnaires, which have all been completed and returned to develop a 6-dimensional model to reveal the scenic landscape beauty. Fitting the model by introducing SEM (structural equation modeling) the formative factors are verified including the six scenic quality aspects as follows: vividness,

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Venkatachary, Balaji, and Vishakha Kawathekar. "Understanding the Relationship between Component and Attribute of Cultural Landscapes: Case of Indian Music and Cultural Landscapes." Journal of Heritage Management 3, no. 1 (2018): 112–21. http://dx.doi.org/10.1177/2455929618773390.

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The widely recognized definition of ‘Cultural Landscape’ in current practice is borrowed from UNESCO as Combined works of Nature and of Man.1 They are complex entities consisting of multiple layering of built-unbuilt components including intangible cultural aspects. These components are interrelated and interdependent. The landscape evolves together through combined natural and cultural processes. In current discourse and practice of heritage management, value-based assessment is a widely accepted approach. Evaluation of cultural landscapes for its Significance and Value is a complex process t

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Asadpour, Faezeh, Jamal-e.-Din Mahdinejad, Ali Sharghi, and Bahram Saleh Sedghpour. "Factors of visual organization effective on the protection of vernacular landscapes in the foothill villages." Journal of Environmental Engineering and Landscape Management 33, no. 1 (2025): 13–29. https://doi.org/10.3846/jeelm.2025.22927.

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As the cultural heritage of a country, the texture of vernacular villages is the main factor that forms the vernacular landscape. These textures provide visual values that play a determinant role in presence and residence continuity in rural areas. However, many vernacular landscapes of foothill villages in Iran have become problematic due to interferences and a lack of proper management mechanisms. It is essential to formulate a theoretical framework for parameters affecting the vernacular landscape protection to handle the development process and preserve this precious heritage. This is an e

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Zhou, Yangyang, Wei Gao, Chen Yang, and Yonglin Shen. "Exploratory analysis of the influence of landscape patterns on lake cooling effect in Wuhan, China." Urban Climate 39 (September 2021): 100969. http://dx.doi.org/10.1016/j.uclim.2021.100969.

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Agasiev, T. A. "Generalized Information Content based on Variability Map for Exploratory Landscape Analysis of Global Optimization Problems." Procedia Computer Science 150 (2019): 53–60. http://dx.doi.org/10.1016/j.procs.2019.02.012.

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Huang, Chun-Kai (Karl), Katie Wilson, Cameron Neylon, Alkim Ozaygen, Lucy Montgomery, and Richard Hosking. "Mapping open knowledge institutions: an exploratory analysis of Australian universities." PeerJ 9 (May 11, 2021): e11391. http://dx.doi.org/10.7717/peerj.11391.

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While the movement for open research has gained momentum in recent years, there remain concerns about the broader commitment to openness in knowledge production and dissemination. Increasingly, universities are under pressure to transform themselves to engage with the wider community and to be more inclusive. Open knowledge institutions (OKIs) provide a framework that encourages universities to act with the principles of openness at their centre; not only should universities embrace digital open access (OA), but also lead actions in cultivating diversity, equity, transparency and positive chan

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Markuszewska, Iwona. "Landscape in change – place in uncertainty. A case study of detachment." Quaestiones Geographicae 43, no. 1 (2024): 45–61. http://dx.doi.org/10.14746/quageo-2024-0003.

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This paper discusses place-oriented values via actions against unwanted landscape changes reported by the community affected. The case study was based on a post-mining area in the city of Poznań (Poland), now functioning as a naturally valuable ecosystem. The relationships between landscape changes and the local community’s perception of these changes were studied. The results showed that a landscape transformation which is not accepted by the local community can stimulate a sense of loss, specifically, a feeling of detachment from the emotionally valued landscape. Based on this, a conceptual

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Sader, Steven A., Suming Jin, Jacob W. Metzler, and Michael Hoppus. "Exploratory analysis of forest harvest and regeneration pattern among multiple landowners." Forestry Chronicle 82, no. 2 (2006): 203–10. http://dx.doi.org/10.5558/tfc82203-2.

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A land cover map (1993) was combined with an updated forest change detection map (19912000) to examine forest harvest activity, mostly on private commercial forest lands. Landsat change detection methods indicated that industrial forest owners harvested a higher percentage of forest than non-industrial owners in a northern Maine study area. In the 1980s, the percentage of forest harvested across all ownership classes (five) was higher, the mean harvest patch size was larger, patches were more compact, and the mean perimeter to area ratios were smaller compared to data from the 1990s. For all

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Ivaldi, Antonia. "The role of natural landscapes for facilitating coaching: Exploratory findings from walking coaching experiences." Coaching Psychologist 19, no. 2 (2023): 45–55. http://dx.doi.org/10.53841/bpstcp.2023.19.2.45.

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Recent developments in coaching and coaching psychology have considered the outdoors as an alternative space within which to conduct coaching, in addition to the more traditional indoor environments. Research into walking coaching is therefore in its infancy and whilst the growing body of research in eco-therapy is relevant to coaching, little empirical research has been conducted as to how different types of landscapes may serve helping conversations, more specifically coaching. Drawing on the experiences of walking coaching clients, this study examines which landscapes are beneficial for coa

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Chatterjee, Avishek, Cosimo Nardi, Cary Oberije, and Philippe Lambin. "Knowledge Graphs for COVID-19: An Exploratory Review of the Current Landscape." Journal of Personalized Medicine 11, no. 4 (2021): 300. http://dx.doi.org/10.3390/jpm11040300.

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Background: Searching through the COVID-19 research literature to gain actionable clinical insight is a formidable task, even for experts. The usefulness of this corpus in terms of improving patient care is tied to the ability to see the big picture that emerges when the studies are seen in conjunction rather than in isolation. When the answer to a search query requires linking together multiple pieces of information across documents, simple keyword searches are insufficient. To answer such complex information needs, an innovative artificial intelligence (AI) technology named a knowledge graph

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Ching, Hong Yuh, and José Renato Kitahara. "Navigating the Emotional Landscape: An Exploratory Study of Emotional Intelligence Factors on Brazilian Undergrad Students." Journal of Management Research 17, no. 1 (2025): 48. https://doi.org/10.5296/jmr.v17i1.22766.

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The purpose of this research is to investigate the relationships between the five dimensions of Goleman’s Emotional Intelligence (EI) on business undergrad students, using a scale to tap the construct. The methodology is divided into 3 stages: confirmatory analysis to validate the questionnaire, the core of the research which is the exploratory analysis of emotional intelligence factors on Brazilian undergrad students, and closing with a proposal of classification model to identify the EI profile of individuals according to the EI sub-factors found in the previous stage of the research. A conv

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Jupowicz-Ginalska, Anna, Ksenia Wróblewska, and Martyna Dudziak-Kisio. "Media Management in Polish Higher Education : Exploring the Landscape." Zeszyty Prasoznawcze 67, no. 4 (260) (2024): 91–110. https://doi.org/10.4467/22996362pz.24.041.20562.

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The authors focus on the scope of media management’s higher education in Poland. They investigate its scale by analysing and comparing academic curricula at selected public universities regarding categorisation and the identification of assessment systems. This exploratory research employs desk research, content analysis, and a comparative approach. A total of 20 Polish universities’ curricula in the discipline of social communication and the media, with 80 different media management-related courses, are studied. As a result, the paper highlights the need for more comprehensive research on con

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Roser, Leandro G., Laura I. Ferreyra, Beatriz O. Saidman, and Juan C. Vilardi. "EcoGenetics: An R package for the management and exploratory analysis of spatial data in landscape genetics." Molecular Ecology Resources 17, no. 6 (2017): e241-e250. http://dx.doi.org/10.1111/1755-0998.12697.

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Bergquist, Daniel, Christine A. Hempel, and John Lööf Green. "Bridging the gap between theory and design." International Journal of Sustainability in Higher Education 20, no. 3 (2019): 548–67. http://dx.doi.org/10.1108/ijshe-04-2019-0143.

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Purpose This paper aims to describe an exploratory research and design process that uses illustrative techniques to bridge the gap between theoretical principles of systems ecology, stakeholder input and a workable physical planning strategy for Ultuna Campus in Uppsala, Sweden. Design/methodology/approach Stakeholder interviews provide the empirical basis for this exploratory design process, in conjunction with landscape analysis, and review of previous proposals for campus development. Central principles of self-organizing systems are selected and concretized as visionary hypotheses in a phy

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Tran, Bach Xuan, Roger S. McIntyre, Carl A. Latkin, et al. "The Current Research Landscape on the Artificial Intelligence Application in the Management of Depressive Disorders: A Bibliometric Analysis." International Journal of Environmental Research and Public Health 16, no. 12 (2019): 2150. http://dx.doi.org/10.3390/ijerph16122150.

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Artificial intelligence (AI)-based techniques have been widely applied in depression research and treatment. Nonetheless, there is currently no systematic review or bibliometric analysis in the medical literature about the applications of AI in depression. We performed a bibliometric analysis of the current research landscape, which objectively evaluates the productivity of global researchers or institutions in this field, along with exploratory factor analysis (EFA) and latent dirichlet allocation (LDA). From 2010 onwards, the total number of papers and citations on using AI to manage depress

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Chakraborty, Abhik, and Takeshi Takenaka. "A Qualitative Exploratory Analysis of Ecological Integrity for Safeguarding World Natural Heritage Sites: Case Study of Shiretoko Peninsula, Japan." Heritage 2, no. 1 (2019): 898–919. http://dx.doi.org/10.3390/heritage2010060.

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This article reports the findings of an exploratory study on the complexity and challenges of managing UNESCO World Natural Heritage Sites (WNHS). Despite their protected status, the majority of the WNHS currently face severe anthropogenic stress. While several studies have analyzed this scenario with spatial analysis and review of global trends, this research provides a qualitative analysis of ongoing fragmentation and impact in a specific site by employing the Ecological Integrity (EI) concept to the Shiretoko Peninsula WNHS in Japan. Insights from key scientific literature are synthesized w

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Bueno, I. T., J. F. G. Antunes, A. P. S. G. D. D. Toro, et al. "LAND USE/LAND COVER CLASSIFICATION IN A HETEROGENEOUS AGRICULTURAL LANDSCAPE USING PLANETSCOPE DATA." International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-M-1-2023 (April 21, 2023): 49–55. http://dx.doi.org/10.5194/isprs-archives-xlviii-m-1-2023-49-2023.

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Abstract. Land use and land cover (LULC) classification has long been an essential topic in Earth Observation research and plays a key role in the sustainable development of agriculture. This study evaluated the accuracy of LULC classification based on an initial clustering step in a heterogeneous agricultural landscape using PlanetScope imagery while checking for variability among their Normalized Difference Vegetation Index (NDVI) temporal signatures. We adopt an object-based image analysis to generate image-objects and then extract statistical information of PlanetScope spectral bands and v

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Yeh, Lin, Hsiao, and Huang. "The Effect of Improving Cycleway Environment on the Recreational Benefits of Bicycle Tourism." International Journal of Environmental Research and Public Health 16, no. 18 (2019): 3460. http://dx.doi.org/10.3390/ijerph16183460.

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Bicycle tourism is one of the popular physical activities for sport tourists. Since the physical environment may affect bicycling behavior, it becomes an important determinant for cyclists to choose a cycleway. Exploratory factor analysis is performed to extract the perception of environmental quality of cyclists into five main factors, including safety, light facilities, lane design, landscape, and environment cleanliness. The contingent behavior method (CBM) is adopted to measure the quality improvement projects in different scenarios of light facility and landscape improvement. The results

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Chiarelli, Andrea, Rob Johnson, Stephen Pinfield, and Emma Richens. "Preprints and Scholarly Communication: An Exploratory Qualitative Study of Adoption, Practices, Drivers and Barriers." F1000Research 8 (November 25, 2019): 971. http://dx.doi.org/10.12688/f1000research.19619.2.

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Background: Since 2013, there has been a dramatic increase in the number of preprint servers. Little is known about the position of researchers, funders, research performing organisations and other stakeholders with respect to this fast-paced landscape. In this article, we explore the perceived benefits and challenges of preprint posting, alongside issues including infrastructure and financial sustainability. We also discuss the definition of a ‘preprint’ in different communities, and the impact this has on uptake. Methods: This study is based on 38 semi-structured interviews of key stakeholde

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Moser, I., M. Gheorghita, and A. Aleti. "Identifying Features of Fitness Landscapes and Relating Them to Problem Difficulty." Evolutionary Computation 25, no. 3 (2017): 407–37. http://dx.doi.org/10.1162/evco_a_00177.

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Complex combinatorial problems are most often optimised with heuristic solvers, which usually deliver acceptable results without any indication of the quality obtained. Recently, predictive diagnostic optimisation was proposed as a means of characterising the fitness landscape while optimising a combinatorial problem. The scalars produced by predictive diagnostic optimisation appear to describe the difficulty of the problem with relative reliability. In this study, we record more scalars that may be helpful in determining problem difficulty during the optimisation process and analyse these in

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Md Saad, Nor Hasliza, Lee Pei Sin, and Zulnaidi Yaacob. "An Exploratory of Sentiment Analysis on e-Commerce Business Platform: Shopee Malaysia." Jurnal Komunikasi: Malaysian Journal of Communication 39, no. 4 (2023): 63–82. http://dx.doi.org/10.17576/jkmjc-2023-3904-04.

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The social media landscape creates opportunities for businesses to gain insights into public opinions about the brand, products and services issues discussed online. This research focuses on analysing public opinion on Twitter (currently rebranding to ‘X’) using Nvivo software. A qualitative technique was used to perform sentiment and content analyses on data gathered on 29 November 2021 concerning one of the top E-commerce business platforms in Malaysia, Shopee. In sentiment analysis, the cases of "Very Negative", "Moderately Negative", "Moderately Positive" and "Very Positive" were to be est

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Zhang, Huaidan, Ke Nie, and Xueling Wu. "Spatiotemporal Analysis of Ecological Security Based on Landscape Patterns." ISPRS International Journal of Geo-Information 13, no. 6 (2024): 204. http://dx.doi.org/10.3390/ijgi13060204.

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With rapid urbanization, environmental problems such as soil erosion and resource shortages have emerged. Ecological environmental quality is decreasing, and ecological security issues are becoming increasingly prominent; thus, relevant research is particularly urgent. The ecological security issue is complex due to many influencing factors. The transformation of landscape type is the most important factor affecting ecological security. Therefore, there is an urgent need to optimize and screen for the indicator factors that affect ecological security, carry out a dynamic evaluation of ecologic

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Ben-Aharon, Irit, Moshe Elkabets, Raphael Pelossof, et al. "Genomic landscape of pancreatic adenocarcinoma: Does age matter?" Journal of Clinical Oncology 34, no. 4_suppl (2016): 250. http://dx.doi.org/10.1200/jco.2016.34.4_suppl.250.

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250 Background: State-of the art genomic analyses of pancreatic adenocarcinoma (PDAC) has yielded insights into signaling pathways underlying carcinogenesis. PDAC is characterized by substantial genomic heterogeneity. We aimed to determine if early-onset PDAC ( ≤ 55 yrs) displays a distinctive molecular landscape from average-age onset PDAC ( ≥ 70 yrs). Methods: Three distinct datasets of PDAC in age groups ≤ 55 and ≥ 70 years old were analyzed. In the first, patients undergoing treatment at MSKCC were consented for MSK-IMPACT (Integrated Mutation Profiling of Actionable Cancer Targets) next g

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Kesner, M. H., and A. V. Linzey. "Modeling Population Variation in Peromyscus leucopus: An Exploratory Analysis." Journal of Mammalogy 78, no. 2 (1997): 643–54. http://dx.doi.org/10.2307/1382915.

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Vergara-Perucich, José Francisco, Carlos Aguirre-Nuñez, and Carlos Marmolejo-Duarte. "Investification en el mercado de la vivienda: estudio exploratorio en Santiago de Chile." Revista Urbano 26, no. 48 (2023): 56–67. http://dx.doi.org/10.22320/07183607.2023.26.48.05.

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This study uses a quantitative methodological approach with geographically weighted regressions to address the phenomenon of investification in the Greater Santiago rental market. Using the collection and analysis of transaction data and urban indicators, the location patterns of residential investments are explored for specific urban functions at the census tract level. The analysis reveals that proximity to higher education institutions, stability in rental prices, and the presence of older adults are determining factors in the selection of investment properties. These findings evidence the

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Muñoz, Mario Andrés, and Michael Kirley. "Sampling Effects on Algorithm Selection for Continuous Black-Box Optimization." Algorithms 14, no. 1 (2021): 19. http://dx.doi.org/10.3390/a14010019.

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In this paper, we investigate how systemic errors due to random sampling impact on automated algorithm selection for bound-constrained, single-objective, continuous black-box optimization. We construct a machine learning-based algorithm selector, which uses exploratory landscape analysis features as inputs. We test the accuracy of the recommendations experimentally using resampling techniques and the hold-one-instance-out and hold-one-problem-out validation methods. The results demonstrate that the selector remains accurate even with sampling noise, although not without trade-offs.

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