This dataset, covering the period between 2019 until 2022, provides several agrometeorological parameters measured in a citrus orchard in a semi-arid area in Morocco. This dataset will serve as a reference for machine learning models building, understanding local microclimate patterns in such agroecosystems, as well as validating satellite-derived agrometeorological parameters.