Prediction of carbon dioxide production from green waste composting and identification of critical factors using machine learning algorithms

Insights on dissolved organic matter and bacterial community succession during secondary composting in residue after black soldier fly larvae (Hermetia illucens L.) bioconversion for food waste treatment

(2022) Jing-Jin Ma et al.   WASTE MANAGEMENT

Spatial distribution and influencing factors of litter in urban areas based on machine learning – A case study of Beijing

(2022) Nina Xiong et al.   WASTE MANAGEMENT

Machine learning prediction of cellulose-rich materials from biomass pretreatment with ionic liquid solvents

(2021) Sanphawat Phromphithak et al.   BIORESOURCE TECHNOLOGY

Time Series Forecasting of Univariate Agrometeorological Data: A Comparative Performance Evaluation via One-Step and Multi-Step Ahead Forecasting Strategies

(2021) Saurabh Suradhaniwar et al.   SENSORS

Boosting photo-biochemical conversion and carbon dioxide bio-fixation of Chlorella vulgaris in an optimized photobioreactor with airfoil-shaped deflectors

(2021) Jingwei Fu et al.   BIORESOURCE TECHNOLOGY

Identifying the role of exogenous amino acids in catalyzing lignocellulosic biomass into humus during straw composting

(2021) Guangren Zheng et al.   BIORESOURCE TECHNOLOGY

Machine learning prediction of biocrude yields and higher heating values from hydrothermal liquefaction of wet biomass and wastes

(2021) Tossapon Katongtung et al.   BIORESOURCE TECHNOLOGY

Smart sustainable biorefineries for lignocellulosic biomass

(2021) Alvin B. Culaba et al.   BIORESOURCE TECHNOLOGY

Feature subset selection via an improved discretization-based particle swarm optimization

(2020) Yu Zhou et al.   APPLIED SOFT COMPUTING

Application of machine learning methods for the prediction of organic solid waste treatment and recycling processes: A review

(2020) Hao-nan Guo et al.   BIORESOURCE TECHNOLOGY

Performance prediction of ZVI-based anaerobic digestion reactor using machine learning algorithms

(2020) Weichao Xu et al.   WASTE MANAGEMENT

Machine learning powered software for accurate prediction of biogas production: A case study on industrial-scale Chinese production data

(2019) Djavan De Clercq et al.   JOURNAL OF CLEANER PRODUCTION

Estimating biomass major chemical constituents from ultimate analysis using a random forest model

(2019) Jiangkuan Xing et al.   BIORESOURCE TECHNOLOGY

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

(2019) Matheus Henrique Dal Molin Ribeiro et al.   APPLIED SOFT COMPUTING

Prediction of anaerobic digestion performance and identification of critical operational parameters using machine learning algorithms

(2019) Luguang Wang et al.   BIORESOURCE TECHNOLOGY

Effects of moisture on emissions of methane, nitrous oxide and carbon dioxide from food and garden waste composting

(2019) Evgheni Ermolaev et al.   JOURNAL OF CLEANER PRODUCTION

Carbon dioxide capture, storage and production of biofuel and biomaterials by bacteria: A review

(2018) Manish Kumar et al.   BIORESOURCE TECHNOLOGY

The use of machine learning algorithms in recommender systems: A systematic review

(2018) Ivens Portugal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cost-sensitive and hybrid-attribute measure multi-decision tree over imbalanced data sets

(2018) Fenglian Li et al.   INFORMATION SCIENCES

Application of quadratic regression orthogonal design to develop a composite inoculum for promoting lignocellulose degradation during green waste composting

(2018) Kefei Yu et al.   WASTE MANAGEMENT

Optimization of process parameters for anaerobic fermentation of corn stalk based on least squares support vector machine

(2018) Cuiying Dong et al.   BIORESOURCE TECHNOLOGY

Comparing the effects of three in situ methods on nitrogen loss control, temperature dynamics and maturity during composting of agricultural wastes with a stage of temperatures over 70 °C

(2018) Ruixue Chang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Effects of composting and carbon based materials on carbon and nitrogen loss in the arable land utilization of cow manure and corn stalks

(2018) Ruixue Chang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Development of statistical models for prediction of enteric methane emission from goats using nutrient composition and intake variables

(2016) Amlan Kumar Patra et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Influence of zeolite and lime as additives on greenhouse gas emissions and maturity evolution during sewage sludge composting

(2016) Mukesh Kumar Awasthi et al.   BIORESOURCE TECHNOLOGY

Validation of a scaling law for the coronal magnetic field strength and loop length of solar and stellar flares

(2016) Kosuke Namekata et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN

Methane Yield Database: Online infrastructure and bioresource for methane yield data and related metadata

(2015) Boštjan Murovec et al.   BIORESOURCE TECHNOLOGY

Prediction of effluent concentration in a wastewater treatment plant using machine learning models

(2015) Hong Guo et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

An Artificial Neural Network and Genetic Algorithm Optimized Model for Biogas Production from Co-digestion of Seed Cake of Karanja and Cattle Dung

(2015) Debabrata Barik et al.   Waste and Biomass Valorization

Sentiment analysis: Bayesian Ensemble Learning

(2014) E. Fersini et al.   DECISION SUPPORT SYSTEMS

Modeling and optimization of biogas production from a waste digester using artificial neural network and genetic algorithm

(2009) H. Abu Qdais et al.   RESOURCES CONSERVATION AND RECYCLING