Integrating partial least square structural equation modelling and machine learning for causal exploration of environmental phenomena

Environmental Research, Год журнала: 2025, Номер unknown, С. 121358 - 121358

Опубликована: Март 1, 2025

Язык: Английский

Coupling SWAT+ and GOTM-WET models to assess agricultural management practices for mitigating harmful algal blooms in Mar Menor, Spain

Journal of Environmental Management, Год журнала: 2025, Номер 380, С. 125033 - 125033

Опубликована: Март 23, 2025

We analysed the effectiveness of agricultural best management practices (BMPs) for mitigating harmful algal blooms (HABs) in Mar Menor lagoon, Spain, by coupling SWAT + catchment and GOTM-WET lake models. compared different BMP scenarios, including "vegetative filter strips", "contour farming", "fertilizer reduction", "crop rotation", their combination reducing high chlorophyll a (Chl-a) events over period 2003-2022. All BMPs significantly reduced nutrient inputs entering which limited formation HABs. The scenario that combined all was most effective controlling HABs, decreasing numbers days with HABs 81 %, Chl-a 50 % during periods This mainly explained crop rotation, fertilizer reduction vegetative strips differentially (e.g. rotation nitrogen 47.4 phosphorus 31.8 %). Contour farming least inputs, thus (1.6 5.8 HAB). results suggest dynamics are controlled interactive effects forms, where orthophosphate plays key role initiating is then maintained concentrations. research underscores relevance effectively driven eutrophication coastal vulnerable aquatic ecosystems like Menor. Coupling SWAT+ models, moved beyond solely simulations allowed incorporation lagoon responses to HAB prevention.

Язык: Английский

How a constructed wetland within a natural park enhances plankton communities after more than 10 years of operation: changes over space and time

Environmental Research, Год журнала: 2024, Номер unknown, С. 120114 - 120114

Опубликована: Окт. 1, 2024

Язык: Английский