{"product_id":"improving-infrared-based-precipitation-retrieval-algorithms-nasrin-nasrollahi-9783319363325","title":"Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery","description":"\u003cp\u003eThis thesis transforms satellite precipitation estimation through the integration of a multi-sensor, multi-channel approach to current precipitation estimation algorithms, and provides more accurate readings of precipitation data from space.\u003c\/p\u003e\u003cp\u003eUsing satellite data to estimate precipitation from space overcomes the limitation of ground-based observations in terms of availability over remote areas and oceans as well as spatial coverage. However, the accuracy of satellite-based estimates still need to be improved.\u003c\/p\u003e\u003cp\u003eThe approach introduced in this thesis takes advantage of the recent NASA satellites in observing clouds and precipitation. In addition, machine-learning techniques are also employed to make the best use of remotely-sensed \"big data.\" The results provide a significant improvement in detecting non-precipitating areas and reducing false identification of precipitation.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nasrin Nasrollahi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319363328\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319363325\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/10\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 68\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.31lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.19d","brand":"Nasrin Nasrollahi","offers":[{"title":"Paperback","offer_id":47425445200127,"sku":"9783319363325","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e0a6eaee-40b5-46c0-9c65-f193b09962c3.jpg?v=1761539270","url":"https:\/\/www.whiterainbookhouse.com\/products\/improving-infrared-based-precipitation-retrieval-algorithms-nasrin-nasrollahi-9783319363325","provider":"WR Book House","version":"1.0","type":"link"}