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2901
Universal Power Law for Relationship between Rainfall Kinetic Energy and Rainfall Intensity
Published 2016-01-01Get full text
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2902
Prediction of Mg Alloy Corrosion Based on Machine Learning Models
Published 2022-01-01“…We compared four machine learning algorithms: random forest (RF), multiple linear regression (MLR), support vector machine regression (SVR), and extreme gradient boosting (XGBoost). …”
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2903
Prediction of hemolytic peptides and their hemolytic concentration
Published 2025-02-01“…Among classification models, including machine learning (ML), quantum ML, and protein language models, a hybrid model combining random forest (RF) and a motif-based approach achieves the highest area under the receiver operating characteristic curve (AUROC) of 0.921. …”
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2904
Evaluating Soil Loss for Identification of Land Risk Area in the Kabe Watershed of Ethiopia
Published 2022-01-01“…The mean soil loss was relatively high (20.01 t ha−1yr−1) in the cultivated land, whereas it was lowest (0.17 t ha−1yr−1) under forest land. Soil loss in the watershed shows a significant variation under slope classification. …”
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2905
A systematic literature review and taxonomy proposition of machine learning techniques in smart manufacturing
Published 2023-12-01“…The main findings show that machinery was the industry subsector with the major implementations regarding machine learning; process improvement is the main concern (interest) of all implementations; random forest was the most specific machine learning technique used; and diverse technologies associated with this context were identified such as: the industrial internet of things, digital twin, sensor technologies (soft, optical, barometric, ultrasonic), software technologies (Python, MATLAB, LabView, Google AutoML Platform) and equipment technologies (robotic, PLC, CNC). …”
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2906
Short-Term Prediction of Traffic State for a Rural Road Applying Ensemble Learning Process
Published 2021-01-01“…In this paper, machine learning methods consisting of long short-term memory (LSTM), random forest (RF), support vector machine (SVM), and K-nearest neighbors (KNN) are employed to predict traffic state, categorized into A to C for segments of a rural road network. …”
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2907
Films from Glyoxal-Crosslinked Spruce Galactoglucomannans Plasticized with Sorbitol
Published 2012-01-01“…Films were prepared from a renewable and biodegradable forest biorefinery product, spruce O-acetyl-galactoglucomannans (GGMs), crosslinked with glyoxal. …”
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2908
Biodiversity and Soil Characterization of Ancestral Domain of the Tagbanua Tribe in Aborlan, Palawan, Philippines
Published 2024-12-01“…This study was conducted to determine strategies to enhance the sustainable forest management practices of the Tagbanua tribe. …”
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2909
Utilization of Cempedak (Artocarpus champeden) by Communities in Sabun Village, Central Aitinyo Sub-district, Maybrat Regency, West Papua Province
Published 2016-01-01“…Cempedak (Artocarpus champeden) is one of the non timber forest products (NTFPs) from the Maybrat district. …”
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2910
Carp Edema Virus Disease (CEVD) / Koi Sleepy Disease (KSD)
Published 2015-12-01“…Written by Shohreh Hesami, Pedro Viadanna, Natalie Steckler, Staci Spears, Patrick Thompson, Karen Kelley, Roy Yanong, Ruth Francis-Floyd, Johnny Shelley, Joseph Groff, Andy Goodwin, Olga Haenen, and Thomas Waltzek, and published by the School of Forest Resources and Conservation Program in Fisheries and Aquatic Sciences, October 2015. …”
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2911
Analysis of LAI in Iran based on MODIS satellite data
Published 2018-03-01“…In contrast areas of leaves in the northern and western parts of Iran, are good, which generally includes fields, except forest Arasbaran and Hirkany. Precipitation and the temperature, is the main factors for the growth and development of plants, that these two conditions are enumerated in the west due to being on the way of westerly winds. …”
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2912
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2913
Biogeophysical Radiative Forcings of Large‐Scale Afforestation in Europe Are Highly Localized and Dominated by Surface Albedo Change
Published 2025-01-01“…Abstract Large‐scale re‐/afforestation projects afford sizable atmospheric CO2 removals yet questions loom surrounding their potentially offsetting biogeophysical radiative forcings. Forest area change alters not only the surface albedo but also heat, moisture, and momentum fluxes, which in turn modify the atmosphere's radiative, thermodynamical, and dynamical properties. …”
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2914
On the fly biometric identification system using hand‐geometry
Published 2021-05-01“…Furthermore, using a random decision forest classifier and our house‐collected database containing over 560 unique images, we inaugurated that the system is a viable solution for biometric identification on the fly.…”
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2915
Machine Learning-Based Probabilistic Seismic Demand Model of Continuous Girder Bridges
Published 2022-01-01“…The results indicated that random forest (RF) is the most suitable model to predict the longitudinal and transverse curvature at the bottom of the four piers from the coefficients of determination. …”
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2916
A DDoS Attack Detection Method Based on Hybrid Heterogeneous Multiclassifier Ensemble Learning
Published 2017-01-01“…Through the comparisons with Random Forest, k-Nearest Neighbor (k-NN), and Bagging comprising the component classifiers when the three algorithms are used alone by SVD and by un-SVD, it is shown that our model is superior to the state-of-the-art attack detection techniques in system generalization ability, detection stability, and overall detection performance.…”
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2917
A collaborative management model as an effort for the conservation of native plants of Java’s mountains in Mount Merbabu National Park
Published 2025-01-01“…The preservation of these native plants is threatened by anthropogenic activities in the surrounding area, including forest fires, highintensity human activities, illegal actions, and excessive exploitation. …”
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2918
MODEL STORYTELLING NARASI PARIWISATA REGENERATIF DI TAHURA NGURAH RAI PEMOGAN
Published 2025-01-01“…This study examines the regenerative tourism product storytelling model at Ngurah Rai Grand Forest Park (Tahura). Regenerative tourism focuses on environmental restoration, local community empowerment, and creating sustainable experiences that involve tourists. …”
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2919
Political ecology survey of human-chimpanzee coexistence within postwar Mabi-Yaya Nature Reserve, Côte d’Ivoire
Published 2024-11-01“…The Mabi-Yaya Nature Reserve, which was gazetted in 2019 by merging and upgrading two classified forests, is emblematic in this regard. This article examines the recent history of human and chimpanzee presence within the reserve in relation to the country’s political turmoil, based on printed sources and oral accounts as well as a chimpanzee survey. …”
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2920
Auditory risk recognition is socially transmitted across territory borders in wild birds
Published 2024-03-01Get full text
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