Patterns of Biomass and Carbon Allocation across Chronosequence of Chir Pine (Pinus roxburghii) Forest in Pakistan: Inventory-Based Estimate by Muhammad Amir, Xiaodong Liu, Adnan Ahmad, Sajjad Saeed, Abdul Mannan, Muhammad Atif Muneer

“…The quantitative relationship between carbon sequestration potential and stand ages of Pine (Pinus roxburghii) forest is not documented in Pakistan. Using field inventory data, this study underlines the patterns of biomass and carbon allocation across a chronosequence of Chir Pine forest. …”
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Effects of biochar on soil respiration mediated by rainfall events: evidence from one-year field experiment in an urban forest by Haoran Zu, Zijun Deng, Xin Liu, Junyi Luo, Ying Chen, Meiling Yi, Xiao Wang, Xiaocui Liang, Xiang Zhang, Wende Yan

“…The impact of rainfall events on soil respiration in biochar application experiments should be considered in future forest monitoring management and practice.…”
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Morphometrics and Reproductive Characteristics of the Freshwater Crab Sartoriana spinigera from the Habitat of Ratargul Swamp Forest, Bangladesh: An Approach to Conservation by Sanjida Akther, Mohammad Amzad Hossain, Debasish Pandit, Thouhidur Rahman Chowdhury, Sohel Mian

“…A total of 332 freshwater crab Sartoriana spinigera samples were collected for eight consecutive months from the Ratargul freshwater swamp forest, Bangladesh, to examine their general morphometrics and reproductive traits. …”
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Effect of ecological restoration on physicochemical properties, bacterial and fungal communities of red sand soil in Longquan Mountain forest park by Yan Wang, Yu-Long Zhang, Rui Zhang, Cai-Xia Li, Xian-Jun Lai, Xin-Rong Ma

“…For the construction of Longquan Mountain Forest Park, ecological restoration was carried out, which involved mixing pastoral soil and biochar into the milled shale, introducing earthworms, and phytoremediation. …”
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Forest Fire Risk Modeling Using Logistic Regression and Geographic Information Systems: A Case Study in Muğla - Milas by İlker Atmaca, Özge Işık Pekkan, Mehtap Özenen Kavlak, Yavuz Selim Tunca, Saye Nihan Çabuk

Subjects: “…forest fire…”
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WGAN-DL-IDS: An Efficient Framework for Intrusion Detection System Using WGAN, Random Forest, and Deep Learning Approaches by Shehla Gul, Sobia Arshad, Sanay Muhammad Umar Saeed, Adeel Akram, Muhammad Awais Azam

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Woody Species Composition, Structure, and Soil Seed Bank of the Degraded Parts of the Gera Moist Afromontane Forest, Southwestern Ethiopia by Dereje Egeta, Giche Yadesa, Abeje Eshete, Hailu Belay, Urge Charu, Tensay Teshome

“…Ethiopia’s forest coverage is decreasing from time to time due to agricultural expansion, settlements, misuse of existing forest resources, and a lack of awareness and sense of ownership among the local population. …”
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Woody species diversity, structure and community distribution along environmental gradients of Seqela Dry Afromontane forest in Northwestern Ethiopia. by Liyew Birhanu, Getaneh Moges, Nigussie Amsalu, Heiko Balzter

“…Dry evergreen Afromontane forests are severely threatened due to the expansion of agriculture and overgrazing by livestock. …”
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Predicting autoimmune thyroiditis in primary Sjogren’s syndrome patients using a random forest classifier: a retrospective study by Jia-yun Wu, Jing-yu Zhang, Wen-qi Xia, Yue-ning Kang, Ru-yi Liao, Yu-ling Chen, Xiao-min Li, Ya Wen, Fan-xuan Meng, Li-ling Xu, Sheng-hui Wen, Hui-fen Liu, Yuan-qing Li, Jie-ruo Gu, Qing Lv, Yong Ren

“…Results The results indicated that the Random Forest Classifier algorithm (AUC = 0.755) outperformed the other three machine learning algorithms. …”
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Superficie forestal afectada por incendios en México: apuntes iniciales hacia un modelo de manejo preventivo by Andrés González-Rosales, Carlos Francisco Ortiz Paniagua

Subjects: “…Componentes principales; incendio forestal; panel data; Región Centro-Occidente; superficie forestal…”
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Historical hypotheses of chimpanzee tool use behaviour in relation to natural and human-induced changes in an East African rain forest by Thibaud Gruber

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Influencing Factors of Social Anxiety of Undergraduate Nursing Students Based on Random Forest Model: A Cross‐Sectional Study by Yuling Jia, Yuexue Yue

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A Urine Metabonomics Study of Rat Bladder Cancer by Combining Gas Chromatography-Mass Spectrometry with Random Forest Algorithm by Mengchan Fang, Fan Liu, Lingling Huang, Liqing Wu, Lan Guo, Yiqun Wan

“…., healthy control vs. early- and middle-stage groups, healthy control vs. advanced-stage group, and early- and middle-stage groups vs. advanced-stage group, were established to analyze these experimental data by using Random Forests (RF) algorithm, respectively. The classification results showed that combining random forest algorithm with metabolites characters, the differences caused by the progress of disease could be effectively exhibited. …”
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Effects of a Severe Mountain Pine Beetle Epidemic in Western Alberta, Canada under Two Forest Management Scenarios by Richard R. Schneider, Maria Cecilia Latham, Brad Stelfox, Dan Farr, Stan Boutin

“…The pine strategy seeks to reduce the number of susceptible pine stands by 75% over the next 20 years through targeted harvesting by the forest industry. Our simulations showed that the pine strategy could not be effectively implemented, even if the onset of the beetle outbreak was delayed for 20 years. …”
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Evaluation of Non-Timber forest Products (NTFPs) In Bronze Casting Enterprise at Egun Street, Benin City, Edo state by C Kalu, EN Aigbobo

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Effect of drought disturbance in a sclerophyll forest on the micromammal community in the Río Clarillo National Park, Metropolitan Region, Chile by Susan Fletcher, Carlos Sarmiento, Gisela C. Stotz, Verónica Quirici

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Spatial changes of forests in a coastal and a remote mountainous area of Greece over a 65-year period by Stavros KOLIOS, George NTOGAS, Efthimios ZERVAS

Subjects: “…ICHGS-2019, forest changes, spatial analysis, image classification, GIS…”
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Water quality prediction and carbon reduction mechanisms in wastewater treatment in Northwest cities using Random Forest Regression model by Jingjing Sun, Xin Guan, Xiaojun Sun, Xiaojing Cao, Yepei Tan, Jiarong Liao

Subjects: “…Random Forest Regression…”
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Resource potential of some species of the genus Miscanthus Anderss. under conditions of continental climate of West Siberian forest-steppe by O. V. Dorogina, O. Yu. Vasilyeva, N. S. Nuzhdina, L. V. Buglova, Yu. A. Gismatulina, E. V. Zhmud, G. A. Zueva, O. V. Kominа, Е. A. Tsybchenko

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Assessing Carbon dioxide (CO2) Absorption Potential of Forests Around Landslides Along the Trans Palopo-Toraja Highways by Witno Witno, Maria Maria, Liana Liana, Wardi Wardi

“…Forests are crucial in absorbing carbon dioxide (CO2) from the atmosphere through photosynthesis and storing the carbon in its biomass. …”
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