Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
Risk assessment of soil compaction in the Walloon region in Belgium [PDF]
peer reviewedIt is well known that soil compaction affects root growth and disrupts the activity of soil microfauna and microorganisms, resulting in yield loss.
D'Or, Dimitri, Destain, Marie-France
core +1 more source
Predicting soil compaction from soil electrical conductivity based on scanning methods. A review
Soil compaction is a crucial agricultural issue impacting plant growth, water infiltration, and soil health. Because of its sensitivity to soil variables such as texture, moisture content, and salinity, soil electrical conductivity (ECa) has emerged as ...
Jasper Tembeck Mbah, Katarzyna Pentoś
doaj +1 more source
Photocatalytic Water Splitting on the Lunar Surface: Prospects for In Situ Resource Utilization
Water has been found in craters on the moon nearby locations which are illuminated >80% of the time. Photocatalysis uses energy from sunlight to drive chemical reactions such as water splitting to produce oxygen and hydrogen. It is a scalable technology that requires lighter equipment and utilizes resources available on the moon. ABSTRACT The discovery
Ranjani Kalyan +6 more
wiley +1 more source
The effects of low and controlled traffic systems on soil physical properties, yields and the profitability of cereal crops on a range of soil types [PDF]
Soil compaction is an inevitable consequence of mechanised farming systems whose machines are degrading soils to the extent that some are considered uneconomic to repair.
Chamen, W. C. T.
core
Mapping Topsoil Behavior to Compaction at National Scale from an Analysis of Field Observations
Soil compaction is one of the most important and readily mitigated threats to soil health. Digital Soil Mapping (DSM) has emerged as an efficient method to provide broad-scale maps by combining soil information with environmental covariates.
Anne C. Richer-de-Forges +5 more
doaj +1 more source
Cornus mas L. seeds are transformed into a high‐performance biosorbent through chemical modification, effectively removing methylene blue from aqueous solutions. Comprehensive characterization and optimization reveal a maximum biosorption capacity of 71.71 mg g−1, establishing this sustainable, cost‐effective material as a promising solution for ...
Hakan Yıldız +2 more
wiley +1 more source
The effects of tyre systems on the depth and severity of compaction [PDF]
High value crops such as peas for the frozen vegetable market have to be harvested at the optimum point for quality, regardless of field conditions. Six wheeled pea harvesters with a gross weight of 27 t, giving a wheel load of 4.5 t are required to move
Stranks, Simon Nicholas
core
The effects of soil compaction on wheat seedling root growth are specific to soil texture and soil moisture status [PDF]
Soil structure is a crucial soil physical property that determines a soil's ability to support the growth and development of plants. Soil compaction modifies soil structure by reducing pore space between soil particles thereby leading to a denser soil ...
Cooper, H. +21 more
core +2 more sources
Progressive soil compaction is a disadvantage of intensive tillage. Compaction exerts a negative impact on the physical properties of soil and decreases crop performance.
Krzysztof Orzech +2 more
doaj +1 more source

