multi-temporal

Adjective

multi-temporal (not comparable)

1. (computer vision, artificial intelligence) Of, relating to, or specifying multidimensional visual datasets, maps, or environment views captured across multiple distinct points in time, serving as the input corpus for vision-language models or predictive neural architectures to decode structural, environmental, or spatial changes.
   • Sample project: establishing a global forest monitoring capability using multi-resolution and multi-temporal remotely sensed data sets...1999, "Establishing a global forest monitoring capability using multi-resolution and multi-temporal remotely sensed data sets", The NASA LCLUC Program (USGS Publications Warehouse)
   • In this paper we aim to exploit the temporal dimension on the crop type classification using multi-temporal multispectral data and machine learning techniques.2019, N. C. Mira et al., "Crop type classification using multi-temporal multispectral data...", Harvard University (SAO/NASA ADS)
2. (machine learning, artificial intelligence) Of or relating to sensory fusion layers, parallel network branches, attention mechanics, or predictive algorithms engineered to model, align, or cross-optimize state embeddings and structural features derived from non-simultaneous temporal sequences.
   • Table 1 NASA MODIS and other multi-temporal data used in the present study.2011, "Table 1 NASA MODIS and other multi-temporal data used...", ResearchGate
   • In these methods, the sequential relationship of multi-temporal observations was not explicitly considered, which might ignore some useful information in time...2019, L. Zhong et al., "Deep learning based multi-temporal crop classification", ScienceDirect