The lack of reliable and up-to-date data in developing countries is a major obstacle to sustainable development. In Morocco, where groundwater withdrawals by farmers are very intensive informal, maps describing monitoring the extension irrigated areas scarce labor-intensive obtain. this paper novel transfer learning algorithm proposed map at different stages an agricultural cycle from Landsat 8...

Active fires are devastating natural disasters that cause socio-economical damage across the globe. The detection and mapping of these require efficient tools, scientific methods, reliable observations. Satellite images have been widely used for active fire (AFD) during past years due to their nearly global coverage. However, accurate AFD in satellite imagery is still a challenging task remote ...