A Study of the Relationships between Depths of Soil Constraints and Remote Sensing Data from Different Stages of the Growing Season
F Ulfa, TG Orton, YP Dang, NW Menzies - Remote Sensing, 2023 - mdpi.com
The presence of salinity and sodicity in the root zone can limit root development and impact
crop yield. Topsoil constraints are likely to have the greatest impact on crop growth early in …
crop yield. Topsoil constraints are likely to have the greatest impact on crop growth early in …
[HTML][HTML] Gaussian process regression for three-dimensional soil mapping over multiple spatial supports
This study investigates the complexity of spatial soil modelling, particularly focusing on the
challenge of variable vertical support in traditional soil data collection. Traditional soil …
challenge of variable vertical support in traditional soil data collection. Traditional soil …
Proximal and remote sensing–what makes the best farm digital soil maps?
Context: Digital soil maps (DSM) across large areas have an inability to capture soil
variation at within-fields despite being at fine spatial resolutions. In addition, creating field …
variation at within-fields despite being at fine spatial resolutions. In addition, creating field …
Mapping soil constraints as a cube/volume (true 3D) with gaussian processes and machine learning
Chemical and physical soil constraints reduce potential crop yield and impact farm
profitability. The depth at which these occur in the soil profile vary continuously across …
profitability. The depth at which these occur in the soil profile vary continuously across …
[HTML][HTML] Explainable Machine Learning to Map the Impact of Weather and Soil on Wheat Yield and Revenue Across the Eastern Australian Grain Belt
Understanding the causes of spatiotemporal variation in crop yields across large areas is
important in closing yield gaps and producing more food for the growing global population …
important in closing yield gaps and producing more food for the growing global population …
Assessing the suitability of lower Murrumbidgee valley soils for irrigated cotton production
J Moore - 2024 - ses.library.usyd.edu.au
Soil is a finite and irreplaceable resource that underpins agricultural systems, regulates
water cycles and presents opportunities for climate change mitigation. For ongoing …
water cycles and presents opportunities for climate change mitigation. For ongoing …