Official account of Engineering Journals. Publishing research in Sci-Tech advances. A new start in 2026: 1+19 pattern, broader coverage, more frontiers.
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#Engineering #Research
🧠 Adaptive outlier-correction quantization lets DeiT-B run 8-bit at 81.57% accuracy (4x faster); even 4-bit keeps loss under 2%.
【An adaptive outlier correction quantization method for vision Transformers】
https://t.co/LXbj386dO5
#Quantization#Transformers
🌊 Along the Yangtze, GDP is the dominant force (20.5%) shaping methane-sink DAMO archaea, richest in the downstream reach.
【Association between gross domestic product and spatial distribution of denitrifying anaerobic methane-oxidizing archaea along the Yangtze River】
https://t.co/LrRFVxkGUr
#Microbiome #Yangtze
⚓️ Surfactant SDBS drives complete debromination of flame-retardant BDE47 in 60 s in water, versus just 8% in methanol, avoiding organic solvents.
【Sodium dodecylbenzenesulfonate enhances chemically catalytic reductive debromination of 2,2',4,4'-tetrabromodiphenyl ether based on “Pd2+ + N2H4•H2O” system】
https://t.co/OZADvI7uKT
#Debromination #Pollution
🌍 Machine learning fuses OCO-2 and ground data into daily global near-surface CO2 (2015-2021): mean 408.71 ppm, rising 2.66 ppm/yr, RMSE 3.5 ppm.
【Estimation, variations, and impact factors of high-resolution global daily near-surface CO2 during 2015–2021 based on OCO-2 and machine learning】
https://t.co/VF6d5ZF9nY
#CO2 #Climate
💧 A TOPSIS ensemble model predicts arsenic and lead in karst groundwater (R2~0.89), flagging ~9.3M and 10.3M residents at high risk.
【Accurate prediction of arsenic and lead contamination in karst groundwater using explainable ensemble machine learning】
https://t.co/JLFbRLhpEK
#Groundwater #MachineLearning
🎧 A pilot inner-cycle fluidized bed couples ozonation and biodegradation in one step, hitting ~70% COD removal, 13% and 37% above either alone.
【Improving chemical industry park tailwater treatment using a pilot-scale inner-cycle fluidized bed for the simultaneous coupling of ozonation and biodegradation】
https://t.co/nzBQUbEqx0
#Wastewater #Ozonation
🧪 Across 900+ trials, stabilized fertilizers lifted staple-crop yields 9.2% and nitrogen use 11.2% while cutting N2O 28.4% — China now makes 90% of the world's raw capacity.
【Research, production and use of stabilized fertilizers in China: pathways for green transition and sustainable development strategies】
https://t.co/48fTi1Xe0W
#Fertilizer #NUE
📡 A serial-pipeline online monitor tracks farmland runoff quantity and quality automatically and cheaply — a sharper tool for the next national non-point-source pollution census.
【An innovative approach to monitoring non-point source pollution at a field scale: online monitoring system for continuous cropping with a serial pipeline】
https://t.co/9GbmOEL5SD
#NPSMonitoring #AgriTech
🌍 China's cropland GHG peaked at 400 Tg CO2-eq in 2015 then fell 11.6 Tg/yr to 2021; soil carbon is a weak sink — carbon-neutral cropping stays an open, uncertain path.
【Optimizing crop production toward agricultural carbon neutrality in China】
https://t.co/OuXPsEWrpO
#CarbonNeutral #Cropland
🌱 Sugarcane intercropping lifts soil physical, chemical and biological health in southern China — a review maps mechanisms and priorities for farmland-quality gains.
【Optimizing soil fertility in southern China: a review of sugarcane intercropping strategies】
https://t.co/VyHXafNjUG
#Intercropping #SoilHealth
💧 In Erhai Lake's Haixi region, crop–livestock pollution hit 264.1 t N and 29.2 t P per year (2022); residential sewage added 186% more ammonia than farming did.
【Farmer survey-based agricultural non-point source pollution assessment in the typical regions of the Erhai Lake Basin, China】
https://t.co/i2UltNiZHU
#ErhaiLake #NonpointPollution
🥗 Among 21,266 Chinese adults, daily Zn intake fell 11.1→9.89 mg (2004–2011) and inadequate intake rose 23%→37% — less cereal, not more Zn-rich food, drove the gap.
【Time trends in dietary Zn intake and occurrence of dietary Zn inadequacy among Chinese adults: data from the China Health and Nutrition Surveys between 2004 and 2011】
https://t.co/ADv1Nz9lAW
#Nutrition #Zinc
🌾 On the North China Plain, integrated soil–crop management charts a path to 22.5 t·ha⁻¹ winter-wheat–summer-maize rotation with fewer inputs and more carbon sequestration.
【Pathways for sustainable production to approach the potential yield of winter wheat and summer maize on the North China Plain】
https://t.co/dcAu8ujs3l
#NorthChinaPlain #CropYield
🌊 #metareinforcementlearning adapts #dynamicspectrumaccess and service scheduling at sea.
【An adaptive meta-reinforcement learning scheme for maritime dynamic spectrum access and service scheduling】
https://t.co/oQz39sbFHo
#EITEE