Remote Sensing and Digital Image Processing with R
暫譯: 遙感與數位影像處理使用 R

de Carvalho Alves, Marcelo, Sanches, Luciana

  • 出版商: CRC
  • 出版日期: 2026-06-22
  • 售價: $2,580
  • 貴賓價: 9.5$2,451
  • 語言: 英文
  • 頁數: 526
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 103235982X
  • ISBN-13: 9781032359823
  • 相關分類: R 語言
  • 尚未上市,無法訂購

商品描述

This new textbook on remote sensing and digital image processing of natural resources includes numerous practical, problem-solving exercises, emphasizing free and open-source platform R. It explains basic concepts of remote sensing and multidisciplinary applications and engages students in learning theory through hands-on, real-life projects.

商品描述(中文翻譯)

這本關於自然資源遙感與數位影像處理的新教科書包含了許多實用的問題解決練習,強調使用免費和開源平台 R。它解釋了遙感的基本概念及其多學科應用,並通過實際的真實項目讓學生參與理論學習。

作者簡介

Marcelo de Carvalho Alves

Dr. Alves is an associate professor at the Federal University de Lavras, Brazil. His education includes master's, doctoral, and post-doctoral degrees in Agricultural Engineering at Federal University of Lavras, Brazil. He has varied research interests and has published on surveying, remote sensing, geocomputation, and agriculture applications. He has over 20 years of extensive experience in data science, digital image processing, and modeling using multiscale, multidisciplinary, multispectral, and multitemporal concepts applied to different environments. Experimental field sites included a tropical forest, savanna, wetland, and agricultural fields in Brazil. His research has been predominantly funded by CNPq, CAPES, FAPEMIG, and FAPEMAT. Over the years, he has built a large portfolio of research grants, mostly relating to applied and theoretical remote sensing, broadly in the context of vegetation cover, plant diseases, and related impacts of climate change.

Luciana Sanches

Dr. Sanches graduated with a degree in Sanitary Engineering from the Federal University of Mato Grosso, Brazil, a master's degree in Sanitation, Environment, and Water Resources from the Federal University of Minas Gerais, a PhD in Road Engineering, Hydraulic Channels, and Ports from Universidad de Cantabria, Spain, a post-doctorate degree in Environmental Physics, Brazil, and a post-doctorate degree in Environmental Sciences from the University of Reading, United Kingdom. Her education includes postgraduate degreees in Workplace Safety Engineering at Federal University of Mato Grosso, Brazil, and in Project Development and Management for Municipal Water Resources Management by the National Water Agency, Brazil. She is currently an associate professor at the Federal University of Mato Grosso, and worked for more than 20 years in research on atmosphere-biosphere interaction, hydrometeorology in various temporal-spatial scales with interpretation based in environmental modeling and remote sensing. She has been applying remote sensing in teaching and research activities to support the interpretation of environmental dynamics.

作者簡介(中文翻譯)

**Marcelo de Carvalho Alves**
Alves 博士是巴西拉夫拉斯聯邦大學的副教授。他擁有巴西拉夫拉斯聯邦大學的農業工程碩士、博士及博士後學位。他的研究興趣多樣,並在測量、遙感、地理計算及農業應用方面發表了多篇論文。他在數據科學、數位影像處理及建模方面擁有超過 20 年的豐富經驗,使用多尺度、多學科、多光譜及多時相的概念應用於不同環境。實驗場地包括巴西的熱帶森林、草原、濕地及農田。他的研究主要由 CNPq、CAPES、FAPEMIG 和 FAPEMAT 資助。多年來,他建立了大量的研究經費組合,主要與應用及理論遙感有關,廣泛涉及植被覆蓋、植物疾病及氣候變遷的相關影響。

**Luciana Sanches**
Sanches 博士畢業於巴西馬托格羅索聯邦大學的衛生工程學位,並獲得巴西米納斯吉拉斯聯邦大學的衛生、環境及水資源碩士學位,西班牙坎塔布里亞大學的道路工程、水力通道及港口博士學位,巴西的環境物理學博士後學位,以及英國雷丁大學的環境科學博士後學位。她的教育背景還包括巴西馬托格羅索聯邦大學的職業安全工程研究生學位,以及巴西國家水資源局的市政水資源管理項目開發與管理研究生學位。她目前是巴西馬托格羅索聯邦大學的副教授,並在大氣-生物圈互動、各種時間-空間尺度的水文氣象學研究方面工作了超過 20 年,基於環境建模和遙感進行解釋。她在教學和研究活動中應用遙感,以支持對環境動態的解釋。