Globally, all the major crops are significantly affected by diseases every year, as manual
inspection across diverse fields is time-consuming, tedious, and requires expert knowledge …

The remote sensing (RS) technique is less cost-and labour-intensive than ground-based
surveys for diverse applications in agriculture. Machine learning (ML), a branch of artificial …

Plant health and accurate and timely diagnosis of plant diseases are of great importance for
human health and the economy of the farmers in the world. Therefore, researchers in the …

高光谱遥感影像数据具有高维特征, 信息冗余, 不确定性显著, 小样本, 空谱合一等特征,
对其进行数据处理面临巨大挑战, 高光谱遥感影像降维是高光谱遥感的重要研究方向之一 …

Plant pests and diseases are a significant threat to almost all major types of plants and
global food security. Traditional inspection across different plant fields is time-consuming …

Threats to global food security from multiple sources, such as population growth, ageing
farming populations, meat consumption trends, climate-change effects on abiotic and biotic …

Weeds are one of the most detrimental challenges to agriculture causing significant losses
to beneficial yield potentials as they compete with crops for water, nutrients and sunlight …

With the world population rapidly increasing, transforming our agrifood systems to be more
productive, efficient, safe, and sustainable is crucial to mitigate potential food shortages …

Cassava brown streak disease (CBSD) is an emerging viral disease that can greatly reduce
cassava productivity, while causing only mild aerial symptoms that develop late in infection …

Hyperspectral imaging is a popular tool used for non-invasive plant disease detection. Data
acquired with it usually consist of many correlated features; hence most of the acquired …