Anomaly Detection Using Explainable Random Forest for the Prediction of Undesirable Events in Oil Wells by Nida Aslam, Irfan Ullah Khan, Aisha Alansari, Marah Alrammah, Atheer Alghwairy, Rahaf Alqahtani, Razan Alqahtani, Maryam Almushikes, Mohammed AL Hashim

“…Four ML algorithms were utilized, including random forest (RF), logistic regression (LR), k-nearest neighbor (K-NN), and decision tree (DT). …”
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Methods to Reduce Forest Residue Volume after Timber Harvesting and Produce Black Carbon by Deborah S. Page-Dumroese, Matt D. Busse, James G. Archuleta, Darren McAvoy, Eric Roussel

“…Forest restoration often includes thinning to reduce tree density and improve ecosystem processes and function while also reducing the risk of wildfire or insect and disease outbreaks. …”
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Multiscale wildfire and smoke detection in complex drone forest environments based on YOLOv8 by Wenyu Zhu, Shanwei Niu, Jixiang Yue, Yangli Zhou

Subjects: “…Forest fire monitoring…”
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Forest Fire Prevention, Detection, and Fighting Based on Fuzzy Logic and Wireless Sensor Networks by Josué Toledo-Castro, Pino Caballero-Gil, Nayra Rodríguez-Pérez, Iván Santos-González, Candelaria Hernández-Goya, Ricardo Aguasca-Colomo

“…Huge losses and serious threats to ecosystems are common consequences of forest fires. This work describes a forest fire controller based on fuzzy logic and decision-making methods aiming at enhancing forest fire prevention, detection, and fighting systems. …”
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Maksimovka I Grave Field (Forest-Steppe Volga Region): Results of the 2019 Excavations by Arkadii I. Korolev, Anton A. Shalapinin

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E-commerce Service Chatbot Application Design using KNN and Random Forest Methods by Fardan Zamakhsyari

Subjects: “…Chatbot, E-Commerce, NLP, KNN, Random Forest…”
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Carbon stock dynamics of forest to oil palm plantation conversion for ecosystem rehabilitation planning by D. Frianto, E. Sutrisno, A. Wahyudi, E. Novriyanti, W.C. Adinugroho, A.S. Yunianto, H. Kurniawan, H. Khotimah, A. Windyoningrum, I.W.S. Dharmawan, H.L. Tata, S. Suharti, H.H. Rachmat, E.M. Lim

“…The results of this study provide insights for long-term forest rehabilitation strategies aimed at fostering sustainable forest management that yields environmental and socio-economic benefits in the long run.…”
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Robust Forest Sound Classification Using Pareto-Mordukhovich Optimized MFCC in Environmental Monitoring by Ahmad Qurthobi, Robertas Damasevicius, Vytautas Barzdaitis, Rytis Maskeliunas

Subjects: “…Forest sounds…”
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Soil Respiration in Anthropogenic Disturbed Ecosystems Compared to Deciduous Forests in the Urban Industrial Area by Jawdat Bakr

“…The lowest soil respiration rate (0.62 mg CO2 per hour per square meter) was recorded in the herbaceous vegetation class on coalmine heaps, compared to (0.76 mg and 0.96 mg) from coalmine-heap forests and deciduous forests, respectively. Species richness and diversity positively affected soil respiration in heap herbaceous plots, though this effect was less pronounced in forests grown on coalmine heaps and in deciduous mixed forests. …”
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Forest Biomass, Carbon Stocks, and Macrofungal Dynamics: A Case Study in Costa Rica by Carlos Rojas, Erick Calvo

“…There are few published studies providing information about macrofungal biology in a context of forest dynamics in tropical areas. For this study, a characterization of above-ground standing tree biomass and carbon stocks was performed for four different forest subtypes within two life zones in Costa Rica. …”
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Birds in the ‘Burbs’: Do migratory birds prefer urban forest fragments or residential yards? by Ryan Byron, Mark Hostetler, Michael Andreu

“…Conservation of large, forested areas is important, but fragmented landscapes are not useless, and conserving urban forest fragments and trees in residential areas is also important for bird conservation. …”
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Anatomy of leaves of Siberian species of the genus Lilium in conditions of Western Siberia forest zone by Tatiana N. Belaeva, Liu Si, Alina N. Butenkova, Alexey S. Prokopyev

“…In the conditions of the forest zone of Western Siberia, the studied species exhibit different water stress tolerance: from xerophyte L. pumilum to mesophyte L. pensylvanicum and more broad-leaved mesophyte L. pilosiusculum. …”
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Native and alien plant species inventory and diversity in disturbed forests and its economic value by J.J.C. Garces

“…The study was conducted to assess the native and alien plant species in one of the highly disturbed forest (S1) and less disturbed forest (S2) in Mt. …”
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Applying Randomness Effectively Based on Random Forests for Classification Task of Datasets of Insufficient Information by Hyontai Sug

“…Random forests are known to be good for data mining of classification tasks, because random forests are robust for datasets having insufficient information possibly with some errors. …”
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The Social Capital in The Disaster Mitigation of The Forest and The Peatland Fire in Bengkalis Regency, Riau Province by Yesi Yesi, Jalil Ashaluddin, Ling Chan Kim, Asriwandari Hesti, Hidir Achmad, Sugiyanto Seger

“…The fires of the forest and the peatland are serious environmental threats. …”
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Modelling height to crown base using non-parametric methods for mixed forests in China by Zeyu Zhou, Huiru Zhang, Ram P. Sharma, Xiaohong Zhang, Linyan Feng, Manyi Du, Lianjin Zhang, Huanying Feng, Xuefan Hu, Yang Yu

“…This study simulated the HCB of Spruce fir broadleaved mixed forest in Northeast China using four non-parametric model approaches: generalized additive model, Cubist, boosted regression tree (BRT), and multiple adaptive regression spline. …”
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A comparison of the effects of beaver ponds and forest harvest on stream methylmercury in boreal watersheds by W Y Lam, R W Mackereth, C M E Lajoie, K A Kidd, C P J Mitchell

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Quantitative Ecological Study of Pilan Forest as a Baseline for Development of Gianyar Botanic Garden by Farid Kuswantoro, I Nyoman Lugrayasa, Wawan Sujarwo

“…This study aims to acquired the vegetation data in the forest area where a botanic garden will be established and analyse it quantitatively. …”
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Spatial Heterogeneity of Soil Chemical Properties in a Subtropical Karst Forest, Southwest China by Zhonghua Zhang, Baoqing Hu, Gang Hu

“…This study evaluates the spatial heterogeneity of the soil chemical properties of surface soils across a 1 ha old-growth subtropical karst forest in southwest China.…”
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Designing Buildings and Building Environments for Greater Resilience against the Encroachment of Seasonal Forest Fires by Adekunle Olubowale Mofolasayo

Subjects: “…forest fires; firefighting; building designs; automation; simulations…”
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