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Optimization of Soil-Based Irrigation Scheduling Through the Integration of Machine Learning, Remote Sensing, and Soil Moisture Sensor Technology
This review book chapter delves into the transformative landscape of soil-based irrigation scheduling, with a focus on integrating cutting-edge...
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A Low-Cost Soil Moisture Monitoring Method by Using Walabot and Machine Learning Algorithms
This chapter introduces an economical soil moisture monitoring method utilizing Walabot technology and machine learning algorithms. The chapter...
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Within-field extrapolation away from a soil moisture probe using freely available satellite imagery and weather data
Recognition of the importance of soil moisture information to the optimisation of water-limited dryland cereal production has led to Australian...
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Use of a crop model and soil moisture sensors for estimating soil moisture and irrigation applications in a production soybean field
There are multiple methods being used for scheduling irrigation applications that range from weather-based to ground-based methods. Growers must...
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High-Resolution Soil Moisture Map** Using Sentinel-1 and Moisture Probes in Cultivated Sands
We assessed the spatial and temporal variations of surface soil water content (0–0.1 m) using seven in situ soil moisture probes and Sentinel-1...
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Mathematical modelling technique to mitigate soil moisture measurement inaccuracies under the conditions of drip irrigation
The paper studies the application of mathematical modelling of moisture transport as a tool for assessing the accuracy of measurements in the process...
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Tree trait-mediated differences in soil moisture regimes: a comparative study of beech, spruce, and larch in a drought-prone area of Central Europe
Species-specific tree traits substantially impact precipitation partitioning, soil infiltration, retention, and overall water management. With the...
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Agricultural Drought Assessment Using Satellite-Based Surface Soil Moisture Estimate
Due to the lack of large scale, fine resolution, and accurate/quality soil moisture (SM) many agricultural drought studies are mostly based on...
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Tree root-soil interaction: field study of the effect of trees on soil moisture and ground movement in an urban environment
AimsLittle research has been conducted to quantify the atmosphere-plant-soil interaction in urban environments due to a lack of understanding of...
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Impact of sensor placement in soil water estimation: a real-case study
One important problem in implementing a closed-loop irrigation system is the determination of the optimal locations to install the sensors, both...
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Soil Moisture in Urbanized Habitats Invaded by Alien Acer negundo
AbstractWe assessed the soil moisture in urbanized habitats dominated by alien (invasive) for Eurasia tree species Acer negundo. We supposed that...
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Factors leading to spatiotemporal variability of soil moisture and turfgrass quality within sand-capped golf course fairways
Precision irrigation utilizing soil moisture data and valve-in head sprinkler systems may be a viable solution for sustainable water management on...
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A field test to investigate spatiotemporal distribution of soil moisture under different cropland covers in the semiarid Loess Plateau of China
In order to simultaneously describe the spatial and temporal variations of soil moisture and the influence of land cover conditions in the semiarid...
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Spatial–temporal modeling of root zone soil moisture dynamics in a vineyard using machine learning and remote sensing
High-resolution spatial–temporal root zone soil moisture (RZSM) information collected at different scales is useful for a variety of agricultural,...
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Decoupling between soil moisture and biomass drives seasonal variations in live fuel moisture across co-occurring plant functional types
BackgroundWildfires are important global disturbances influencing ecosystem structure and composition. The moisture content of living and senescent...
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Monitoring spatiotemporal soil moisture changes in the subsurface of forest sites using electrical resistivity tomography (ERT)
The effects of drought on tree mortality at forest stands are not completely understood. For assessing their water supply, knowledge of the...
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Strategic Short Note: Comparing Soil Moisture Retrieval from Water Cloud Model and Neural Network Using PALSAR-2 for Oil Palm Estates
It is essential to have the soil moisture retention at the optimal level in order to maintain high yields in oil palm estates. Furthermore,...
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Chemical Compounds and Biological Activity in Black Currant (Ribes nigrum L.) Berries Depending on Soil Temperature and Moisture
This study examined the effect of soil temperature and moisture of different soil cultivation systems—unmulched soil, sawdust mulch, and black foil...
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iDVS: interactive 2D and 3D visualizations of proximal sensor data for rapid characterization of soil profiles
Knowledge of the soil’s physical and chemical properties in field-scale geographical areas is crucial for farmers and policymakers for agronomic...
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Soil Application of Cellulolytic Microbe–Enriched Vermicompost Modulated the Morpho-physiological and Biochemical Responses of Wheat Cultivars Under Different Moisture Regimes
Wheat, being a major cereal crop, is negatively influenced by drought. The use of vermicompost may help wheat to tolerate the negative effects of...
