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  1. 81

    Ecological Effects of Local Materials in Landscape Design based on Machine Learning by Jianjian Li

    Published 2022-01-01
    “…The local characteristic landscape is a way of adapting to nature, land, and land space pattern chosen by local people due to their living needs. …”
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  2. 82

    Color characteristics and psychological healing effects in Rokuon-ji Temple Garden: a quantitative analysis by Jinyang Wang, Yoichi Kunii

    Published 2025-07-01
    “…This study quantitatively analyzed the color characteristics and psychological healing effects of Rokuon-ji Temple Garden (Kinkaku-ji) through a systematic methodology combining color extraction, fractal analysis, and semantic differential evaluation. From an initial collection of 150 photographs documenting the garden’s complete visitor experience, 42 landscape photographs were systematically selected based on healing quality ratings (mean ≥5.0, median ≥5.0, standard deviation <1.2) and analyzed for six color categories (red, yellow, brown, gray, white, green) using three quantitative metrics: fractal dimension, diversity index, and concentration index. …”
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  3. 83

    Identification and Interpretation of Cultural Landscape Field from the Integral Conservation Perspective by Zhitong LIANG, Yan DU, Haiyan XIA

    Published 2025-05-01
    “…First, critical examination of existing cultural landscape methodologies identifies two fundamental means addressing definitional ambiguities and interpretive enhancement in HCHR research: integrity value evaluation and historical − thematic information correlation. …”
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  4. 84
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    Exploration of Energy-Saving Chilling Landscape Design Based on Algo for Group Intelligence by Zhuo Li

    Published 2022-01-01
    “…Then, based on the weight of the evaluation index, the group algorithm analysis in landscape design is proposed, which is a generalized definition of the standard model. …”
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    Spatiotemporal analysis of thermal islands in a semi-arid city: A case study of Kermanshah, Iran using machine learning and remote sensing by Peyman Karami, Seyed-Mohsen Mousavi

    Published 2025-09-01
    “…Cold Islands (CIs) and Hot Islands (HIs) were identified for each image using LST and Getis-Ord Gi analysis, and their spatio-temporal changes were evaluated with the Kappa index and landscape metrics. …”
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    Leveraging cognitive computing for advanced behavioral and emotional data insights by Chunhua Du, Wei Wang

    Published 2025-12-01
    “…The rapid advancement of cognitive computing has reshaped the landscape of behavioral and emotional data analysis across multiple fields. …”
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    Evaluation Indicators of Science, Technology, and Innovation: A Comparative Study of Iran, Australia, and New Zealand by Leila Namdarian

    Published 2025-04-01
    “…These categories include various subcategories, such as R&D expenditure, education funding, venture capital investment, patents, and technology transfer, offering a multidimensional perspective on STI evaluation. A thematic analysis was conducted to identify patterns, strengths, and weaknesses within each national system, ensuring a robust comparative framework. …”
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    Article
  13. 93

    Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques by Janerra D. Allen, Sravani Varanasi, Fei Han, L. Elliot Hong, Fow-Sen Choa

    Published 2024-12-01
    “…Schizophrenia is associated with impaired functional connectivity but characterizing the complex abnormality patterns has been challenging. In this work, we used resting-state functional magnetic resonance imaging (fMRI) data to measure functional connectivity between 55 schizophrenia patients and 63 healthy controls across 246 regions of interest (ROIs) and extracted the disease-related connectivity patterns using energy landscape (EL) analysis. …”
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    Evaluating livelihood resilience in the Qinghai-Tibet Plateau's pastoral communities: Insights from an entropy-TOPSIS and geospatial analysis approach by Tong Li, Lizhen Cui, Zhihong Xu, Xiaoyong Cui, Yanfen Wang

    Published 2025-03-01
    “…At the heart of our analytical approach is the entropy-TOPSIS method, utilized to dissect the livelihood resilience and sustainability of local herders, revealing intricate spatial resilience patterns through spatial autocorrelation analysis. …”
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  19. 99

    Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level by Johannes Löw, Steven Hill, Insa Otte, Christoph Friedrich, Michael Thiel, Tobias Ullmann, Christopher Conrad

    Published 2025-08-01
    “…Applied to the DEMMIN site (Germany), the analysis revealed consistent TSM-GDD relationships for wheat, rape, and sugar beet, with descriptors such as soil fertility and water availability explaining spatial patterns (R2 ≈ 0.8). …”
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