FOURRAGES Journal

Title	Integrated Graph Neural Networks for Predicting Cascading Failures in Regional Power Grids During Seasonal Transitions
Paper ID	qvItU
Keywords	graph neural networks; cascading failures; power grids; resilience; contingency analysis
Abstract	Read More... N-1 contingency lists miss multi-hop failure paths. Graph neural models trained on simulated outages improve early ranking of critical lines relative to classical loading metrics.
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Title	Empirical Soil Moisture Sensor Networks for Deficit Irrigation Scheduling in Young Plantings in Emerging Economies
Paper ID	SSKaE
Keywords	deficit irrigation; soil moisture sensors; water productivity; sensor networks; orchards
Abstract	Read More... Young plantings risk over-irrigation when schedules ignore root-zone heterogeneity. Multi-depth capacitance probes guiding deficit regimes maintain shoot growth while cutting applied water in the driest months.
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Title	Comparative Rootstock-Scion Hydraulic Traits and Drought Recovery in Temperate Orchards Across Heterogeneous Landscapes
Paper ID	aiQiX
Keywords	rootstock; hydraulic conductance; drought recovery; fruit trees; orchard physiology
Abstract	Read More... Dwarfing rootstocks improve density but may constrain recovery after soil water deficits. Stem water potential and sap flow after dry-down show combinations with fine-root plasticity regain photosynthesis faster.
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Title	Digital Twin Prototypes for Predictive Maintenance of Municipal Water Pumps for Decision Support
Paper ID	KmAc3
Keywords	digital twin; predictive maintenance; water utilities; vibration sensing; asset management
Abstract	Read More... Pump failures cascade into service outages when inspections are calendar-based. Digital twins fed by vibration and pressure streams prioritize interventions before catastrophic seal failures.
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Title	Regional Time-Series Clustering of Household Energy Demand Under Time-of-Use Tariffs Under Resource Constraints
Paper ID	XtfOL
Keywords	time-series clustering; household energy; time-of-use; demand response; smart meters
Abstract	Read More... Tariff pilots assume homogeneous load shifting that rarely holds. Clustering smart-meter series reveals archetypes whose peak reduction differs under identical price signals.
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Title	Experimental Curriculum Co-Design With Industry Mentors for Capstone Engineering Projects
Paper ID	hLd48
Keywords	curriculum co-design; engineering education; capstone; industry mentors; employability
Abstract	Read More... Capstones drift from workplace practice when briefs are faculty-only. Co-designed projects with mentors improve rubric alignment with industry competencies without diluting learning outcomes.
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Title	Longitudinal Behavioral Adoption of Rotational Grazing Among Small Dairy Cooperatives With Uncertainty Quantification
Paper ID	DKDBK
Keywords	rotational grazing; dairy cooperatives; adoption behavior; pasture management; extension
Abstract	Read More... Rotational grazing packages stall when fence and water logistics exceed household labor. Choice experiments show bundling portable fencing with peer mentoring outperforms premium subsidies alone.
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Title	Field-Based Spectral Indices for Early Detection of Nitrogen Deficiency in Mixed Grass Swards Using Open Data Streams
Paper ID	nkBgB
Keywords	spectral indices; nitrogen deficiency; grass swards; remote sensing; forage quality
Abstract	Read More... Mixed swards obscure early nitrogen stress when greenness metrics average across species. Red-edge ratios from handheld spectrometers detect deficiency earlier than NDVI alone.
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