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Spatial Prediction of Soil Texture in Low-Relief Agricultural Areas Using Rice and Wheat Growth Information with Spatiotemporal Stability
Published 2025-05-01“…Similar results were obtained for sand content prediction. These results suggest that SSP can serve as an effective environmental variable for predicting soil texture spatial variation in low-relief agricultural areas.…”
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Dynamic response of soil water to rainfall for different runoff plots on a karst hillslope
Published 2025-08-01“…In runoff plots, the temporal and spatial variations of soil water content across soil profiles are significantly affected by rainfall characteristics and land uses. …”
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Spatial Planning and Design for Resilience
Published 2021-07-01“…Five major research contents are conducted. First of all, literatures on exploring the physical context, the crucial stages of spatial transformation, as well as spatial planning and design practices of the PRD are reviewed. …”
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Multi-scale remote sensing for sustainable citrus farming: Predicting canopy nitrogen content using UAV-satellite data fusion
Published 2025-08-01“…However, integrating these platforms poses challenges due to significant differences in spatial, temporal, and spectral resolution. This study presents a novel approach incorporating multispectral and temporal data from UAVs and Sentinel-2 satellites to estimate canopy N content (CNC) in citrus orchards. …”
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Assessment of Potential Location of High Arsenic Contamination Using Fuzzy Overlay and Spatial Anisotropy Approach in Iron Mine Surrounding Area
Published 2014-01-01“…Interpolation surface of the analysed arsenic content using spatial anisotropic would verify the potential arsenic contamination location obtained from fuzzy overlay outputs. …”
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Spatial estimation of large-scale soil salinity using enhanced inverse distance weighting method and identifying its driving factors
Published 2025-08-01“…However, the understanding of soil salinity variation remains limited due to challenges in using conventional spatial interpolation methods with the highly variable soil salinity data in regional scales. …”
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Spatial Zoning Based on Spatial and Temporal Soil Heavy Metal Changes in Geological High Background Areas
Published 2025-03-01“…Soil heavy metal content varies greatly in areas with high geological background, and the commonly used spatial interpolation analysis methods have low accuracy. …”
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Bolstering spatial learning in the primary classroom: identifying the factors underlying primary teachers’ spatial pedagogical practices
Published 2025-04-01“…Results revealed primary teachers’ spatial skills were positively associated with their spatial habits of mind and their preference for using spatial strategies for teaching science content. …”
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Nondestructive estimation of leaf chlorophyll content in banana based on unmanned aerial vehicle hyperspectral images using image feature combination methods
Published 2025-02-01“…IntroductionNondestructive quantification of leaf chlorophyll content (LCC) of banana and its spatial distribution across growth stages from remotely sensed data provide an effective avenue to diagnose nutritional deficiency and guide management practices. …”
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ED-SA-ConvLSTM: A Novel Spatiotemporal Prediction Model and Its Application in Ionospheric TEC Prediction
Published 2025-06-01“…It can effectively capture long-range spatial dependencies using SA-ConvLSTM and achieve unequal input-output lengths through encoder–decoder structure. …”
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Improving Winter Wheat Yield Estimation Under Saline Stress by Integrating Sentinel-2 and Soil Salt Content Using Random Forest
Published 2025-07-01“…This study proposed a method integrating Sentinel-2 data and field-measured soil salt content (SC) using a random forest (RF) method to improve yield estimation of winter wheat in Kenli County, a typical saline area in China’s Yellow River Delta. …”
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Estimation of Soil Organic Carbon Content of Grassland in West Songnen Plain Using Machine Learning Algorithms and Sentinel-1/2 Data
Published 2025-07-01“…Nine experiments were conducted under three variable scenarios to select the optimal model. We used this optimal model to achieve high-precision predictions of SOC content. …”
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Concept of soil temperature coefficient for determining spatial distribution of soil temperature, using physiographic parameters of the basin and artificial neural network (ANN)
Published 2018-05-01“…Parameters were generated using DEM of 5m spatial resolution and soil maps, using the ArcGIS program. …”
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Comparative analysis of soil organic carbon across different land types in plateau wetlands using Kriging interpolation based on spatial heterogeneity.
Published 2025-01-01“…In this study, we focused on Caohai Wetland in Guizhou Province, China, a typical plateau freshwater wetland, to evaluate the spatial variability of SOC across five land use types. …”
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