The Impact of Litter Decomposition on Soil Organic Carbon Stability in Coastal Shelter Forests Under Thinning by ZHANG Zixu, HU Dingmeng, LU Yucun, WU Qicong, DONG Zhi, GAO Peng

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Prediction of Concrete Compressive Strength Based on the BP Neural Network Optimized by Random Forest and ISSA by Gang Chen, Donglin Zhu, Xiao Wang, Changjun Zhou, Xiangyu Chen

“…Therefore, a prediction model based on the BPNN optimized by improved sparrow search algorithm (ISSA) and random forest (RF) is proposed to enhance the generalization ability and prediction accuracy of BPNN for compressive strength of concrete. …”
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Remote sensing forest health assessment – a comprehensive literature review on a European level by Drechsel Johannes, Forkel Matthias

Subjects: “…forest health assessment…”
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Qualitative Assessment of Soil Carbon in a Rehabilitated Forest Using Fourier Transform Infrared Spectroscopy by Huck-Ywih Ch'ng, Osumanu Haruna Ahmed, Nik Muhamad Ab. Majid

“…This study assessed initial soil C buildup of rehabilitated forests using Fourier transform infrared (FTIR) spectroscopy. …”
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Detecting and Mapping Peatlands in the Tibetan Plateau Region Using the Random Forest Algorithm and Sentinel Imagery by Zihao Pan, Hengxing Xiang, Xinying Shi, Ming Wang, Kaishan Song, Dehua Mao, Chunlin Huang

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Random Forest-Based Prediction Model for Stiffness Degradation of Offshore Wind Farm Submarine Soil by Ben He, Mingbao Lin, Xinran Yu, Zhishuai Zhang, Song Dai

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Australian Carabid Beetles V. Transition of Wet Forest Faunas From New Guinea to Tasmania by P. J. Darlington

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Ambient Ozone Exposure in Czech Forests: A GIS-Based Approach to Spatial Distribution Assessment by I. Hůnová, J. Horálek, M. Schreiberová, M. Zapletal

“…We considered eleven approaches for spatial interpolation used for the development of maps for mean vegetation season O3 concentrations and the AOT40F exposure index for forests. The uncertainty of maps was assessed by cross-validation analysis. …”
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Festivalising Heritage in the Borderlands: Constituting Ethnic Histories and Heritages under the Rule of the Finn Forest Republic by Stein R. Mathisen

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Fractional Dimensionless Indicator with Random Forest for Bearing Fault Diagnosis under Variable Speed Conditions by Yujing Huang, Zhi Xu, Liang Cao, Hao Hu, Gang Tang

“…Therefore, for effectively identifying bearing faults under variable speed, this paper proposed a multiscale fractional dimensionless indicator (MSFDI) and put forward a fault diagnosis method with random forest (RF). It can overcome the feature space aliasing problem of traditional dimensionless indicators, which will lead to increased diagnosis uncertainty. …”
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Decoloniality, Indigenous Resistance, and Environmental Justice in Mother Forest: The Unfinished Story of C.K Janu by Midhun Mohan

“… This study explores the connection between indigenous resistance, decoloniality and environmental justice through Mother Forest: An Unfinished Story of C.K. Janu. The fight for land rights issues by the Adivasi community started in India right after Independence. …”
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Comparative analysis of floristic richness and diversity in six central forest reserves of north eastern Uganda by Samuel Ojelel, Esther Katuura, Patrick Mucunguzi, James Kalema

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Ammonium oxidation by bacteria and archaea have functional implications for nitrification across a forested landscape by Jennifer Wen, Rima Upchurch, Donald R. Zak

“…Soil pH and substrate availability (NH4+) can influence community composition, which may affect the contributions of these organisms to nitrification in forest soils. Using high‐throughput sequencing, we identified the amoA of AOA and AOB from northern forest stands that occur across a natural gradient of nitrification, soil pH, and net N mineralization (i.e., NH4+ availability). …”
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Vegetation growth improvement Inadequately represents the ecological restoration of the Populus euphratica forests in Xinjiang, China by Xuefei Guo, Junli Li, Jiudan Zhang, Chunxia Wei, Zhijun Li

Subjects: “…Populus euphratica forest…”
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Forest fires under the lens: needleleaf index - a novel tool for satellite image analysis by Afshin Amiri, Keyvan Soltani, Silvio Jose Gumiere, Hossein Bonakdari

“…Abstract High-resolution coniferous forest area datasets are needed to understand spatiotemporal variations in forest capacity1–3; however, separating coniferous forests from other vegetation covers remains challenging because of their similar spectral signatures4,5. …”
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Algo-Trading Strategy for Intraweek Foreign Exchange Speculation Based on Random Forest and Probit Regression by Younes Chihab, Zineb Bousbaa, Marouane Chihab, Omar Bencharef, Soumia Ziti

“…To exit the currency market just one negative warning from Probit or Random Forest is enough. This system was used to develop dynamic portfolio trading systems. …”
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Carbon Stock and Soil Characteristics under Expansive Shrubs in the Dry Afromontane Forest in Northern Ethiopia by Mebrahtu Haile, Emiru Birhane, Meley Mekonen Rannestad, Muyiwa S. Adaramola

“…Our results suggest that increased presence of the expansive species decreased carbon trapping and affected most of the soil nutrients within the forest. Hence, to enhance the carbon storage potential and to maintain the soil nutrient status of the forest, proper conservation, monitoring, and management of the existing PNV and controlling a further expansion of the expansive shrubs are required. …”
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Retracted: Application of Feature Selection Based on Elastic Network and Random Forest in the Evaluation of Sports Effects by Journal of Electrical and Computer Engineering

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Multiple UAV Swarms Collaborative Firefighting Strategy Considering Forest Fire Spread and Resource Constraints by Pei Zhu, Rui Song, Jiangao Zhang, Ziheng Xu, Yaqi Gou, Zhi Sun, Quan Shao

Subjects: “…forest fire…”
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The Impact of Long-Term Nitrogen Addition on Microbial Community Composition in Three Hawaiian Forest Soils by Teri C. Balser

“…We evaluated the microbial communities in three Hawaiian forest soils along a natural fertility gradient and compared their distinct responses to long-term nitrogen (N) additions. …”
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