A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing
Multimodal data fusion (MMDF) is the process of combining disparate data streams (of
different dimensionality, resolution, type, etc.) to generate information in a form that is more …
different dimensionality, resolution, type, etc.) to generate information in a form that is more …
[HTML][HTML] Evaluation of multiple linear regression and machine learning approaches to predict soil compaction and shear stress based on electrical parameters
This study investigated the relationships between the electrical and selected mechanical
properties of soil. The analyses focused on comparing various modeling relationships under …
properties of soil. The analyses focused on comparing various modeling relationships under …
Comparison of artificial neural network and multivariate regression models for prediction of Azotobacteria population in soil under different land uses
Azotobacteria are one of the most important and beneficial soil bacteria which their number
and distribution are affected by physicochemical and biological properties of soil and land …
and distribution are affected by physicochemical and biological properties of soil and land …
Prediction of wind drift and evaporation losses from sprinkler irrigation using neural network and multiple regression techniques
HM Al-Ghobari, MS El-Marazky, AZ Dewidar… - Agricultural Water …, 2018 - Elsevier
Wind drift and evaporation losses (WDEL) play a significant role in the development of water
conservation strategies in sprinkler irrigation. In this study, artificial neural network (ANN) …
conservation strategies in sprinkler irrigation. In this study, artificial neural network (ANN) …
Modelling soil behaviour in uniaxial strain conditions by neural networks
YR Reddy - International Journal of Emerging Technologies and …, 2018 - papers.ssrn.com
It is the primary goal of this research to investigate how neural networks may be used to
describe soil behavior under situations of uniaxial strains. Geotechnical engineering issues …
describe soil behavior under situations of uniaxial strains. Geotechnical engineering issues …
Modelling soil compaction of agricultural soils using fuzzy logic approach and adaptive neuro-fuzzy inference system (ANFIS) approaches
M Abbaspour-Gilandeh… - Modeling Earth Systems …, 2019 - Springer
One of the most important physical properties of the soil is its mechanical strength.
Increasing soil mechanical strength will lead to increments in the draft, fuel consumption …
Increasing soil mechanical strength will lead to increments in the draft, fuel consumption …
Evaluating model-based relationship of cone index, soil water content and bulk density using dual-sensor penetrometer data
J Lin, Y Sun, PS Lammers - Soil and Tillage Research, 2014 - Elsevier
The relationship among cone index (CI), soil water content (θ) and bulk density (D b) plays a
critical role in assessing soil physical conditions. To predict D b as functions of the …
critical role in assessing soil physical conditions. To predict D b as functions of the …
Application of artificial neural networks as an alternative to volumetric water balance in drip irrigation management in watermelon crop
OCDA ROCHA NETO, ADS Teixeira… - Engenharia …, 2015 - SciELO Brasil
Precision irrigation seeks to establish strategies which achieve an efficient ratio between the
volume of water used (reduction in input) and the productivity obtained (increase in …
volume of water used (reduction in input) and the productivity obtained (increase in …
[HTML][HTML] Mechanical Resistance to Penetration for Improved Diagnosis of Soil Compaction at Grazing and Forest Sites
Penetrometers and penetrographers are widely used to measure soil resistance to
penetration, but the results are associated with other soil properties (such as bulk density …
penetration, but the results are associated with other soil properties (such as bulk density …
[PDF][PDF] Prediction of water quality for free water surface constructed wetland using ANN and MLRA
Constructed wetland is commonly used as a practice to reduce non-point source pollutants
and as a stormwater treatment system. For many years, the evaluation of water quality …
and as a stormwater treatment system. For many years, the evaluation of water quality …