{"id":17,"date":"2022-04-22T15:49:09","date_gmt":"2022-04-22T06:49:09","guid":{"rendered":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/?page_id=17"},"modified":"2025-03-10T10:21:55","modified_gmt":"2025-03-10T01:21:55","slug":"tutorials","status":"publish","type":"page","link":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/tutorials\/","title":{"rendered":"Tutorials"},"content":{"rendered":"<h3>Monitoring and assessment of water quality by ocean color remote sensing<\/h3>\n<table style=\"border-collapse: collapse; width: 100%; height: 490px;\">\n<tbody>\n<tr style=\"height: 76px;\">\n<td style=\"width: 24.668%; background-color: #f8fbf8; height: 76px;\"><strong>Lecture slides<\/strong><\/td>\n<td style=\"width: 75.332%; height: 76px;\">\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day1_SBO_Intro.pdf\" target=\"_blank\" rel=\"noopener\">Introduction to satellite biological oceanography and ocean color remote sensing<\/a><br \/>\n\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day2_EutroHAB_Intro.pdf\" target=\"_blank\" rel=\"noopener\">Introduction to eutrophication and Harmful algal blooms (HABS)<\/a><\/td>\n<\/tr>\n<tr style=\"height: 75px;\">\n<td style=\"width: 24.668%; background-color: #f8fbf8; height: 75px;\"><strong>Setting up environment<\/strong><\/td>\n<td style=\"width: 75.332%; height: 75px;\">\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/tutorials\/setting\/\" target=\"_blank\" rel=\"noopener\">Setting up environment to access NOWPAP CAERAC Webinar site<\/a><\/td>\n<\/tr>\n<tr style=\"height: 339px;\">\n<td style=\"width: 24.668%; background-color: #f8fbf8; height: 339px;\"><strong>Hands on materials<\/strong><\/td>\n<td style=\"width: 75.332%; height: 339px;\">\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Application_of_ocean_color_products_in_eutrophication_assessment.pdf\" target=\"_blank\" rel=\"noopener\">Application of ocean color products in eutrophication assessment<\/a><br \/>\n\u30fb<a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/02.Working-with-swath-imagery\/Day1.2.Working-with-satellite-swath-imagery.pdf\" target=\"_blank\" rel=\"noopener\">Evaluation of satellite data with in-situ observations<\/a>\u30fbTime-series analysis<\/p>\n<p style=\"padding-left: 40px;\">i) <a href=\"https:\/\/ocean.nowpap3.go.jp\/image_search\/\" target=\"_blank\" rel=\"noopener\">Satellite data search<\/a> and <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/2.1.time-series-analysis_data-download.ipynb\" target=\"_blank\" rel=\"noopener\">download<\/a> methods<br \/>\nii) <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/2.2.time-series-analysis_monthly-composites-from-daily-images.ipynb\" target=\"_blank\" rel=\"noopener\">Temporal composites analysis<\/a><br \/>\niii) <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/2.3.time-series-analysis_animations-from-monthly-images.ipynb\" target=\"_blank\" rel=\"noopener\">Image animations<\/a><\/p>\n<p>\u30fbTime-series analysis<\/p>\n<p style=\"padding-left: 40px;\">i) <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/3.2.time-series-analysis_point-region-extraction.ipynb\" target=\"_blank\" rel=\"noopener\">Extract point\/region of interest<\/a><br \/>\nii) <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/3.1.time-series-analysis_annual-max.ipynb\" target=\"_blank\" rel=\"noopener\">Analysis of annual min\/max<\/a><br \/>\niii) <a href=\"https:\/\/github.com\/npec\/5th-NOWPAP-Training-Course-on-Remote-Sensing-Data-Analysis\/blob\/main\/03.Time-series-analysis\/3.3.time-series-analysis_trend-detection.ipynb\" target=\"_blank\" rel=\"noopener\">Analysis of trend in time-series<\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Mapping seagrass by optical sensors<\/h3>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 24.5659%; background-color: #f8fbf8;\"><strong>Lecture slides<\/strong><\/td>\n<td style=\"width: 75.4341%;\">\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day1_Grandtruhing_Seagrass.pdf\" target=\"_blank\" rel=\"noopener\">Seagrass beds and its ground truthing<\/a><br \/>\n\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day1_Casestudy_in_Nanao_Bay.pdf\" target=\"_blank\" rel=\"noopener\">Demonstration of Seagrass Mapper<\/a><br \/>\n\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day2_Theory_Classification.pdf\" target=\"_blank\" rel=\"noopener\">Theory of detecting seagrass by remote sensing and basics of image classifications and accuracy assessment<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.5659%; background-color: #f8fbf8;\"><strong>Hands on materials<\/strong><\/td>\n<td style=\"width: 75.4341%;\">\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day1_TrainingData_Upload.pdf\" target=\"_blank\" rel=\"noopener\">Hands on exercise for uploading training data set using Seagrass Trainer<\/a><br \/>\n\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day2_TrainingData_Prep_from_GT.pdf\" target=\"_blank\" rel=\"noopener\">Preparation of training data sets from ground truth<\/a><br \/>\n\u30fb<a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/wp-content\/uploads\/2022\/08\/Day2_ClassficationAssessment.pdf\" target=\"_blank\" rel=\"noopener\">Classification of satellite images and accuracy assessment<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.5659%; background-color: #f8fbf8;\"><strong>Manuals<\/strong><\/td>\n<td style=\"width: 75.4341%;\">\u00a0 being prepared<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Monitoring and assessment of water quality by ocean color remote sensing Lecture slides \u30fbIntroduction to satellite biological oceanography and ocean color remote sensing \u30fbIntroduction to eutrophication and Harmful algal blooms<span class=\"more-button\"><a href=\"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/tutorials\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\">Tutorials<\/span><\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/pages\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":38,"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/pages\/17\/revisions"}],"predecessor-version":[{"id":303,"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/pages\/17\/revisions\/303"}],"wp:attachment":[{"href":"https:\/\/nowpap-remote-sensing-training.org\/npwd\/index.php\/wp-json\/wp\/v2\/media?parent=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}