ARTICLE
|
doi:10.20944/preprints202307.1241.v1
Subject:
Chemistry And Materials Science,
Paper, Wood And Textiles
Keywords:
wood residuals; forest biomass; wood composite; wood floor; life cycle assessment
Online: 18 July 2023 (12:22:34 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0056.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Trophic level index; spectral indices change; spectral signatures; Random Forest algorithm.
Online: 5 April 2023 (11:02:28 CEST)
ARTICLE
|
doi:10.20944/preprints202210.0190.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Above-ground biomass; mangroves; pneumatophores; terrestrial LiDAR; machine learning; random forest
Online: 13 October 2022 (08:14:07 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0238.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Forest Road Distress; Pavement Management System; Unpaved Road Index; Maintenance; Deterioration
Online: 15 July 2022 (14:55:58 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0316.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Precision farming; Early crop-type mapping; Sentinel-2; Random Forest; SVM
Online: 17 January 2022 (10:54:10 CET)
REVIEW
|
doi:10.20944/preprints202103.0355.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Ecosystem services; Biodiversity hotspot; Sri Lanka; Forest; coastal ecosystems; management; policy
Online: 12 March 2021 (20:41:59 CET)
ARTICLE
|
doi:10.20944/preprints202009.0673.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
forest monitoring; drought; time series satellite data; Bowen ratio; carbon flux
Online: 27 September 2020 (10:25:33 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0425.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
hydraulic conductivity; pedotransfer function; prediction uncertainty; random forest; soil water retention
Online: 28 February 2020 (12:06:14 CET)
ARTICLE
|
doi:10.20944/preprints202001.0385.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
wildfires; susceptibility mapping; machine learning; random forest; model validation; Liguria region
Online: 31 January 2020 (11:40:30 CET)
ARTICLE
|
doi:10.20944/preprints201908.0097.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Evapotranspiration, Genetic programming, Support vector machine, Multiple linear regression, Random forest
Online: 7 August 2019 (11:28:34 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0604.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
backscattering; L-band; SAR polarimetry; microwave; Chapman-Richards model; tropical forest
Online: 31 July 2018 (05:02:29 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0161.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
cervids; damage; deer forage; fencing; forest regeneration stages; population density; Poland
Online: 10 July 2018 (09:03:25 CEST)
TECHNICAL NOTE
|
doi:10.20944/preprints201710.0098.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
airborne LiDAR; composite estimators; forest inventory; SPOT-5 HRG; TanDEM-X
Online: 16 October 2017 (04:30:26 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0702.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
forest wildfires; earth observation; remote sensing; machine learning; deep learning; training dataset; multi-sensor data
Online: 9 September 2024 (16:11:36 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1218.v1
Subject:
Social Sciences,
Psychiatry And Mental Health
Keywords:
natural environment-based interventions; forest therapy; stress; positive affect; negative affect; connectedness to nature; self-compassion
Online: 20 May 2024 (12:36:59 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0197.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
sodium chloride; photosystem II; Green Forest; carbon assimilation; salt-sensitive; C3 plant; climate change; abiotic stress
Online: 14 June 2022 (08:04:31 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1250.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
depression; female subjects; forest bathing; insulin-like growth factor I (IGF-1); Oguri-Shirakawa-Azumi sleep inventory MA version (OSA-MA); oxytocin; POMS; SDS; serotonin; shinrin-yoku
Online: 19 August 2024 (07:12:30 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1665.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
secondary salinized soil; organic materials; salt ions; soil nutrients; random forest model; multi-linear regression model
Online: 25 April 2024 (10:38:02 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0330.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
integration; climate change; sustainable forest management; information and communication technology; sustainable development goals; systems thinking approach
Online: 20 February 2023 (08:03:25 CET)
ARTICLE
|
doi:10.20944/preprints202108.0310.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Ecuador; American Pacific; Bivalve mollusks; Concha prieta; Value chain; Productivity; Quality-of-life; Competitiveness, Mangrove forest.
Online: 14 August 2021 (15:51:30 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0379.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
MIMO radar; hand gesture recognition; adaptive signal processing algorithm; random forest; mirror filtering; elevation angle estimation
Online: 4 January 2024 (15:17:38 CET)
ARTICLE
|
doi:10.20944/preprints202311.1657.v1
Subject:
Engineering,
Aerospace Engineering
Keywords:
forest-fire monitoring; synthetic aperture telescope; satellite formation flying; geostationary orbit; dynamics and control; numerical analysis
Online: 27 November 2023 (07:12:36 CET)
ARTICLE
|
doi:10.20944/preprints202306.1933.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Andes mountains; drought tolerance; elevation; solute leakage; tropical forest; understory plants; turgor loss point; cuticular conductance
Online: 27 June 2023 (15:02:29 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0255.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
UAV; Parrot Sequoia multispectral camera; photosynthetic pigments; Norway spruce; forest; linear models; ground truth; needle age; crown detection
Online: 13 January 2021 (14:52:06 CET)
ARTICLE
|
doi:10.20944/preprints202401.1569.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
surface water dynamics; random forest classification; driving mechanism; Yangtze River Basin; Landsat remote sensing image; GEE
Online: 23 January 2024 (03:40:10 CET)
ARTICLE
|
doi:10.20944/preprints202310.1123.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
list of breeding forest birds; distribution over 150 years; distribution limits; peninsulas; islands; influence of man; fires
Online: 18 October 2023 (05:20:30 CEST)
ARTICLE
|
doi:10.20944/preprints201711.0019.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Mining; Mine reclamation; Land cover change; Vegetation health; NDVI Post-mining; SMA; Random forest classification; Remote Sensing
Online: 2 November 2017 (15:01:03 CET)
ARTICLE
|
doi:10.20944/preprints201709.0009.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
machine learning; sequential maximum a posteriori; random forest; support vector machines; land use classification; textural information; contextual information
Online: 4 September 2017 (10:43:26 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0126.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Cumulative effects; fine sediment; particulate phosphorus; sediment geochemistry; gravel-bed rivers; forest disturbance; wildfire; eutrophication; climate change
Online: 8 October 2021 (08:07:28 CEST)
ARTICLE
|
doi:10.20944/preprints201611.0140.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
understory species; allometric biomass equation; species-specific and multispecies; temperate coniferous and broadleaved mixed forest; northeastern China
Online: 28 November 2016 (04:41:35 CET)
ARTICLE
|
doi:10.20944/preprints202408.1443.v1
Subject:
Business, Economics And Management,
Marketing
Keywords:
attention economics; influencer marketing; purchase intent; unsupervised learning; random forest; logistic regression
Online: 20 August 2024 (12:41:17 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1967.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
GIS; Reconstructability Analysis; Spatiotemporal; Categorical data; Forest Prediction; space-time data cube
Online: 27 June 2024 (15:29:26 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1251.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
crime prediction; machine learning; XGBoost; Decision Trees; Random Forest; data imbalance; Montreal
Online: 19 June 2024 (02:36:15 CEST)
REVIEW
|
doi:10.20944/preprints202402.0084.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
floristic elements; origin and evolution; subtropical evergreen broad-leaved forest; East Asia
Online: 2 February 2024 (07:29:14 CET)
ARTICLE
|
doi:10.20944/preprints202401.0545.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
space-borne LiDAR; ICESat; GEDI; forest; AGB; remote sensing; bibliometric analysis; Scopus
Online: 8 January 2024 (10:02:03 CET)
ARTICLE
|
doi:10.20944/preprints202311.1312.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
Non-motorized lane; Riding vibration comfort; Triaxial acceleration; Random forest; Logistic regression
Online: 21 November 2023 (10:24:59 CET)
ARTICLE
|
doi:10.20944/preprints202308.1875.v1
Subject:
Environmental And Earth Sciences,
Ecology
Keywords:
ecosystem network connectivity; fragmentation; land cover change; Tesso Nilo National Park; forest
Online: 29 August 2023 (03:39:58 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1209.v1
Subject:
Medicine And Pharmacology,
Medicine And Pharmacology
Keywords:
Breast cancer; Activity prediction; Random forest; Feature selection; Bayesian hyperparameter optimization; AdaBoosting
Online: 17 August 2023 (03:57:54 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0999.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Linear Regression; Bagging Regressor Random; Forest Regressor; Machine Learning; Lithium-Ion Battery
Online: 14 June 2023 (07:19:56 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1833.v2
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
PM2.5 estimation; Satellite data; Aerosol optical depth; Machine learning; Random Forest; Thailand
Online: 31 May 2023 (08:31:16 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1450.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Carbon stock; Standing-tree carbon equation; Mae Huad Sector; Ngao Demonstration Forest
Online: 19 May 2023 (16:40:19 CEST)
REVIEW
|
doi:10.20944/preprints202304.0549.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
forest plants; genetic breeding; omics technologies; multi-omics integration; gene regulatory networks
Online: 19 April 2023 (05:31:46 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0586.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
Anxiety; Biogenic volatile organic compounds; Forest therapy; Monoterpenes; α-Pinene; Propensity matching.
Online: 31 December 2022 (08:04:39 CET)
ARTICLE
|
doi:10.20944/preprints202203.0269.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Horqin sandy land; Picea mongolica forest; NH4+-N; NO3-—N; Seasonal dynamics
Online: 18 March 2022 (15:17:41 CET)
ARTICLE
|
doi:10.20944/preprints202202.0201.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
wind damage; wind disturbance; Pinus sylvestris; Picea abies; machine learning; random forest
Online: 17 February 2022 (05:06:55 CET)
ARTICLE
|
doi:10.20944/preprints202112.0499.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
greenhouse gas balance; wood products; forest management; climate change mitigation; carbon storage
Online: 31 December 2021 (10:32:16 CET)
ARTICLE
|
doi:10.20944/preprints202108.0024.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Nitrogen Dioxide (NO2); Random Forest; Contribution Rate; Air pollution; COVID-19 lockdown
Online: 2 August 2021 (11:54:10 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0389.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
forest degradation; NDFI index; multitemporal analysis; Continuous Degradation Detection; Google Earth Engine
Online: 17 May 2021 (13:30:45 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0333.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
wrist; accelerometer; physical activity; energy expenditure; machine learning; random forest, age groups
Online: 12 March 2021 (08:41:44 CET)
ARTICLE
|
doi:10.20944/preprints202003.0399.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
terrestrial laser scanning; unmanned aerial vehicle; image matching; remote sensing; forest inventory
Online: 27 March 2020 (02:30:55 CET)
ARTICLE
|
doi:10.20944/preprints201903.0006.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Forest hydrology; Canopy filtering; trace metal; throughfall; gap edge canopy; closed canopy.
Online: 1 March 2019 (11:29:55 CET)
ARTICLE
|
doi:10.20944/preprints201902.0046.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Soil Moisture; Remote Sensing; Landsat; SMAP; Random Forest; Machine Learning; Downscaling; Microwave
Online: 5 February 2019 (08:01:58 CET)
ARTICLE
|
doi:10.20944/preprints201810.0332.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Ekman balance - Forest canopy – Large-eddy simulation – Large-scale pressure gradient - Streaks
Online: 15 October 2018 (18:19:27 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0205.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Forest rehabilitation, humic acid fertilizer, relative height growth rate, soil chemical properties
Online: 22 January 2018 (17:34:43 CET)
ARTICLE
|
doi:10.20944/preprints202110.0127.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Descriptive analysis; principal components analysis; k-means clustering; data panel regression method; machine learning; XGBoost algorithms; random forest algorithms
Online: 8 October 2021 (08:30:13 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0463.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; LSTM; regression; ensemble learning; random forest, XGBoost; wearable devices; well-being; digital health; pervasive health; digital biomarkers
Online: 10 October 2023 (02:30:03 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0514.v1
Subject:
Environmental And Earth Sciences,
Other
Keywords:
Ophiostoma montium; Leptographium longiclavatum; Grosmannia clavigera; Atropellis piniphila; Endocronartium harknessii; Cerambycidae; Buprestidae; Elateridae; Staphylinidae; VOCs; forest health
Online: 6 September 2024 (09:41:48 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0226.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
Artificial intelligence; machine learning; cornea; SD-OCT; keratoconus; ectasia; keratitis; random forest, convolutional neural network; transfer learning.
Online: 8 March 2021 (13:51:11 CET)
ARTICLE
|
doi:10.20944/preprints202408.0262.v1
Subject:
Engineering,
Chemical Engineering
Keywords:
sour water; soft sensor; environmental protection; machine learning; database; Aspen Plus Dynamics® ; Random Forest; hybrid modeling
Online: 6 August 2024 (04:53:28 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0640.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
European spruce bark beetle, Ips, Dendroctonus, global change, symbiosis, natural enemies, population dynamics, biotic interactions, tree killing, forest pest
Online: 26 October 2018 (16:30:11 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1234.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Water-related ecosystem services; Sediment retention; Riparian vegetation; Brazilian Forest Code; Water management; Water-Energy-Food nexus
Online: 16 June 2023 (11:24:13 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0439.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
climate change; temperature stress; drought; elevated CO2; soil water; forest succession; mechanistic landscape model; LANDIS-II; PnET-Succession
Online: 24 July 2018 (05:34:08 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1732.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
semantic segmentation; forest restoration; aerial images; deep learning; convolutional neural network; U-Net
Online: 29 February 2024 (12:56:51 CET)
ARTICLE
|
doi:10.20944/preprints202401.1480.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
soil respiration; post-disturbance development; bark beetle infestations; infested sites; mountain spruce forest
Online: 19 January 2024 (14:47:29 CET)
ARTICLE
|
doi:10.20944/preprints202307.0067.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
prostate cancer detection; machine learning; logistic regression; decision tree classifier; random forest classifier;
Online: 3 July 2023 (11:30:41 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1391.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Land Surface Temperature; Synthetic Aperture Radar (SAR); Downscaling; Random Forest; Convolutional Neural Networks
Online: 20 June 2023 (07:23:06 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1686.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
Forest; Hydraulic flume; Rill erosion; Root biomass; Root weight density; Unit stream power.
Online: 24 May 2023 (04:23:37 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1324.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Biodiversity; Tree richness; Shannon index; Simpson index; Ecological mechanism; Climate; Topography; Forest structure
Online: 18 May 2023 (10:15:38 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0075.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Forest ecosystem services; Tourism; Recreational activities; Health; Methodological framework; Nature park; Protected area
Online: 3 March 2023 (13:31:15 CET)
ARTICLE
|
doi:10.20944/preprints202302.0331.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
n/a; airborne hyperspectral images, Sentinel-2, k-means, random forest, crop recognition
Online: 20 February 2023 (08:31:21 CET)
ARTICLE
|
doi:10.20944/preprints202208.0517.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
city trees; landscape design; landscape architecture; socio-ecological system; urban ecosystem; urban forest
Online: 30 August 2022 (09:54:35 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0386.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Lower upper bound estimation; random forest; feature selection; probabilistic forecasting; photovoltaic generation forecasting
Online: 30 May 2022 (05:10:06 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0485.v1
Subject:
Social Sciences,
Psychology
Keywords:
anger; anxiety; confusion; depression; fatigue; forest therapy; mental health; vigor; volatile organic compounds
Online: 20 May 2021 (11:22:20 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0519.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
Meta-prediction; Encoding data; ClinVar; Classification; Random Forest; Naive Bayes; Support Vector Machine
Online: 19 November 2020 (16:43:51 CET)
ARTICLE
|
doi:10.20944/preprints201908.0277.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
revegetation; forest, springs preservation; Arjuna mount; plant species; nursery; fertilization; planting; plant care
Online: 27 August 2019 (04:34:25 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0104.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
GEOBIA; canga ecosystem; Carajás National Forest; mine land revegetation; satellite images; environmental assessment
Online: 8 August 2019 (12:00:50 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Polish primitive horse, forest site type, herb layer, undergrowth layer, understory layer, biodiversity
Online: 21 March 2019 (10:04:14 CET)
ARTICLE
|
doi:10.20944/preprints201703.0132.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
machine learning; random forest; estrogen receptor; Tox21 data challenge 2014; QSAR prediction model
Online: 17 March 2017 (04:49:28 CET)
ARTICLE
|
doi:10.20944/preprints202410.0171.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
land cover change; change detection; disaster monitoring; Random Forest classifier; Otsu Thresholding; SAR data; optical imagery; Timor-Leste
Online: 2 October 2024 (12:59:35 CEST)
REVIEW
|
doi:10.20944/preprints202407.0630.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
ecosystem restoration; watershed management; nature-based solutions; reforestation; weirs; Tijuca Forest; Rio de Janeiro; Panama Canal; Alentejo Region; Portugal
Online: 9 July 2024 (03:07:32 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1090.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Machine Learning, Probabilistic Modeling, Multivariate and Univariate Modeling, Support Vector Regression, Random Forest, Adaboost, ARIMA, SARIMA, SARIMAX, Canadian Cattle Price Modeling
Online: 14 December 2023 (11:08:54 CET)
ARTICLE
|
doi:10.20944/preprints202409.1563.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
power consumption prediction; machine learning models; predictive analytics; feature analysis; random forest; support vector machine (SVM); deep neuronal networks (DNN)
Online: 20 September 2024 (02:59:58 CEST)
REVIEW
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Afforestation; Climate change mitigation; Ecological Restoration; Forest landscape restoration; Large-scale tree planting; Natural regeneration; Nature-based solutions; Stakeholders participation
Online: 5 September 2020 (08:01:43 CEST)
ARTICLE
|
doi:10.20944/preprints202409.2380.v1
Subject:
Public Health And Healthcare,
Nursing
Keywords:
Acute Respiratory Failure; High-Flow Nasal Cannula oxygen therapy; Random Forest; Early Risk Warning
Online: 30 September 2024 (10:57:11 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2117.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
smart energy; time series; anomaly detection; complex anomalies; outlier; Isolation Forest; predicates’ conjunction
Online: 26 July 2024 (10:23:22 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1461.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Classification, sampling, majority class, minority class, Classifier, Smote, Frost, k-nearest neighbors, Random Forest
Online: 23 April 2024 (11:50:51 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0287.v1
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
Diacheila polita; Elaphrus lapponicus; ground beetles; forest tundra; fossil; Hokkaido; Last Glacial period; paleoenvironment
Online: 6 November 2023 (07:34:09 CET)
ARTICLE
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doi:10.20944/preprints202310.1426.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
BC wildfires; climate change; conifer forest fuel complex; fire danger; fire weather; fuel moisture
Online: 23 October 2023 (10:14:12 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1812.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
land cover; sentinel-2 images; support vector machine; random forests; boreal forest; alpine tundra
Online: 28 August 2023 (04:09:58 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0300.v1
Subject:
Chemistry And Materials Science,
Physical Chemistry
Keywords:
microplastics; adsorption capacity; machine learning; random forest; support vector machine; artificial neural network; prediction
Online: 17 February 2023 (06:56:42 CET)
ARTICLE
|
doi:10.20944/preprints202302.0149.v1
Subject:
Environmental And Earth Sciences,
Paleontology
Keywords:
Iberian Peninsula; Pyrenees; palynology; last millennia; mosaic forests; metacommunity; deforestation; forest recovery; conservation; resilience
Online: 8 February 2023 (16:00:28 CET)
ARTICLE
|
doi:10.20944/preprints202210.0332.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Pine nuts; Neja nuts; NTFPs; Non-timber forest products; Socio-economic importance; Public awareness
Online: 21 October 2022 (10:22:17 CEST)
REVIEW
|
doi:10.20944/preprints202203.0198.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
forest carbon; carbon stock; roundwood harvest; climate change mitigation; life cycle assessment; scenarios; modelling
Online: 15 March 2022 (07:23:46 CET)
BRIEF REPORT
|
doi:10.20944/preprints202010.0265.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
urban greenspace; sustainable city; urban forest management; psychological well-being; mental health; stress relief
Online: 13 October 2020 (09:31:06 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Forestry
Keywords:
hurricane; tree risk assessment; urban forest strike team; species failure profile; likelihood of failure
Online: 24 April 2020 (04:37:51 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0302.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
active learning; poplar plantations; spatial transfer; sentinel-2; large scale; image classification; random forest
Online: 17 April 2020 (15:05:54 CEST)
ARTICLE
|
doi:10.20944/preprints201803.0107.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
fire management; human activities; participation; firewood; charcoal; grazing; water; honey; farming; community forest association
Online: 12 June 2018 (11:20:43 CEST)
ARTICLE
|
doi:10.20944/preprints201805.0049.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Chamaecyparis forest; humic substances, 31P nuclear magnetic resonance spectroscopy (31P NMR); P species; topography
Online: 2 May 2018 (17:07:44 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0030.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Sentinel-2; UAV; machine learning; forest canopy; canopy gaps; canopy openings percentage; satellite indices; Elastic Net; beech-fir forests
Online: 2 November 2020 (11:23:12 CET)
ARTICLE
|
doi:10.20944/preprints202405.1028.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Machine Learning; Imbalance; Software Defect Prediction; NASA MDP; Random Forest; Software Quality; Generalization; Cost-Sensitive; Cross-language; Cross-Project
Online: 16 May 2024 (08:17:00 CEST)