温室大棚小番茄全生命周期数据集

本数据集覆盖温室小番茄育苗 — 定植 — 开花 — 坐果 — 成熟采收全生命周期，融合环境监测、水肥管控、生长画像、病虫害预警、品质溯源等多维度结构化数据，实现全程可追溯、可建模、可优化。数据标准统一、时序完整、场景丰富，可支撑智能种植、品种选育、产量预测、品质提升与数字农业模型训练，助力设施果蔬高效生产与产业升级。This dataset covers the entire life cycle of greenhouse cherry tomato production, ranging from seedling raising, transplanting, flowering, fruit setting to mature harvesting. It integrates multi-dimensional structured data including environmental monitoring, water and fertilizer management, growth profiling, pest and disease early warning, and quality traceability, enabling full-process traceability, model development and optimization. Boasting unified data standards, complete time-series data and diverse scenarios, this dataset can support intelligent planting, variety breeding, yield prediction, quality improvement and digital agriculture model training, and facilitate efficient production of protected fruits and vegetables and industrial upgrading.

搜集汇总

背景与挑战

背景概述

该数据集全面覆盖温室小番茄从育苗到成熟采收的全生命周期，整合了环境监测、水肥管控、生长画像等多维度结构化数据，实现全程可追溯和可优化。数据具有标准统一、时序完整的特点，适用于智能种植、产量预测和数字农业模型训练，旨在提升设施果蔬生产效率和推动产业升级。