P03: Crop phenology, rotation, and number of seasons | Download the gap analysis product sheet |
Maturity score | |
Mean: 2.9 | STD: 0.3 |
Constraints and limitations · Cloud presence · The lack of local in-situ data to train the machine models | |
Relevant user needs UN18: Need to monitor crop productivity. | |
R&D gaps · The limited temporal resolution can make it challenging to capture specific phenological changes or detect short-duration crops accurately. · May not directly capture the underlying physiological processes driving phenological stages, limiting the understanding of crop responses to environmental stressors. | |
Potential improvements drivers · Higher temporal resolution EO data with adequate spectral bands. | |
Utilisation level review | |
Utilisation score | |
Mean: 2 | STD: 0.58 |
No utilisation: Users’ lack of EO knowledge and skills to utilize the EO product. Low utilisation · Unawareness of the existence of commercial EO products with better specifications. · Higher cost of using the commercial EO product. Medium utilisation High utilisation | |
Critical gaps related to relevant user needs | |
Guideline gap UN18: Need to monitor crop productivity | |
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