{"id":12,"date":"2015-10-05T06:53:46","date_gmt":"2015-10-05T06:53:46","guid":{"rendered":"http:\/\/bsmrau.edu.bd\/aer\/?page_id=12"},"modified":"2024-07-03T16:18:07","modified_gmt":"2024-07-03T16:18:07","slug":"research","status":"publish","type":"page","link":"https:\/\/gau.edu.bd\/rsg\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<h3 class=\"CjVfdc\"><strong><span class=\"puwcIf C9DxTc \">Facilities<\/span><\/strong><\/h3>\n<h3 class=\"CjVfdc\" style=\"text-align: justify\"><span class=\"C9DxTc \">The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for the faculty member and researcher. The University\u2019s budget covers utilities and annual maintenance of Lab facilities and equipment. Students\u2019 stipend is maintained by research funding. Separate office spaces are available for faculty members and guest\/ visiting researchers. The University\u2019s research management committee offers annual research grants\/ seed grants. The Lab has the following facilities:<\/span><\/h3>\n<h3><\/h3>\n<h3 class=\"CjVfdc\"><strong><span class=\"C9DxTc \">Softwares<\/span><\/strong><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Drone\/ aerial image processing: Pix4D mapper, Agisoft metashape<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Remote sensing software- GRASS, Orfeo-toolbox, InterImage, Fusion, RStoolbox, GDAL, Raster<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">GIS software- Quantum GIS, DIVA-GIS, ArcGIS pro, R, Python, Matlab<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Statistical Package- Rstudio, R<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Simulation software- SimCLIM2013, DSSAT, APSIM<\/span><\/h3>\n<h3 id=\"h.upniq364kxo1\" class=\"GV3q8e yMxPgf aP9Z7e\"><\/h3>\n<div class=\"PPhIP rviiZ\">\n<div class=\"U26fgb mUbCce fKz7Od LRAOtb Znu9nd M9Bg4d\" role=\"presentation\" aria-describedby=\"h.upniq364kxo1_l\" aria-label=\"Copy heading link\" data-tooltip=\"Copy heading link\" aria-hidden=\"true\" data-tooltip-position=\"top\" data-tooltip-vertical-offset=\"12\" data-tooltip-horizontal-offset=\"0\">\n<div class=\"VTBa7b MbhUzd\"><\/div>\n<\/div>\n<\/div>\n<p><strong><span class=\"C9DxTc \">Hardware<\/span><\/strong><\/p>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Drone \/ UAS \/ UAV<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Fixed-wing:eBEE X\u00a0<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Multirotor: DJI Inspire2; Matrice 300<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">FLIR ONE Gen 3 Thermal Camera<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">VIS-Red edge-NIR-Thermal sensor (Micasense\u00a0<\/span><span class=\"C9DxTc \">Altum<\/span><span class=\"C9DxTc \">\u00a0and\u00a0<\/span><span class=\"C9DxTc \">Dual Camera system<\/span><span class=\"C9DxTc \">)<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">10 Hi-definition workstations with a server and a GPU for remote sensing and GIS analysis<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">MS-720 UV\/VNIR calibrated field spectrometer with optics for measurement of radiance, irradiance, and reflectance (350-1050nm)<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Spectralon (25cm x 25cm) calibration panels for field<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">LiCOR Plant canopy analyzer (LAI meter)<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Inclinometer Vertex Laser VL402<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Field vegetation sampling equipment (DBH tape)<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Garmin Map76 GPS<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">GPS camera<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Multimedia projector<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Plotter<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Field lab-<\/span><span class=\"C9DxTc \">\u00a0<\/span><span class=\"C9DxTc \">for field experiments including model rainwater harvest system, multilayer agroforestry system, nursery, experimental crop field, etc.<\/span><\/h3>\n<h3 class=\"CjVfdc\"><span class=\"C9DxTc \">Advance lab-<\/span><span class=\"C9DxTc \">\u00a0<\/span><span class=\"C9DxTc \">for biochemical analysis<\/span><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for [&hellip;]<\/p>\n","protected":false},"author":786010,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-12","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/gau.edu.bd\/rsg\/research\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Department of Remote Sensing and GIS - Faculty of Forestry and Environment\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Research - Department of Remote Sensing and GIS\" \/>\n\t\t<meta property=\"og:description\" content=\"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/gau.edu.bd\/rsg\/research\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2015-10-05T06:53:46+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2024-07-03T16:18:07+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Research - Department of Remote Sensing and GIS\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/#listItem\",\"name\":\"Research\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/#listItem\",\"position\":2,\"name\":\"Research\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg#listItem\",\"name\":\"Home\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/#organization\",\"name\":\"Department of Remote Sensing and GIS\",\"description\":\"Faculty of Forestry and Environment\",\"url\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/#webpage\",\"url\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/\",\"name\":\"Research - Department of Remote Sensing and GIS\",\"description\":\"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/research\\\/#breadcrumblist\"},\"datePublished\":\"2015-10-05T06:53:46+00:00\",\"dateModified\":\"2024-07-03T16:18:07+00:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/#website\",\"url\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/\",\"name\":\"Department of Remote Sensing and GIS\",\"description\":\"Faculty of Forestry and Environment\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/gau.edu.bd\\\/rsg\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Research - Department of Remote Sensing and GIS","description":"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for","canonical_url":"https:\/\/gau.edu.bd\/rsg\/research\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BreadcrumbList","@id":"https:\/\/gau.edu.bd\/rsg\/research\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/gau.edu.bd\/rsg#listItem","position":1,"name":"Home","item":"https:\/\/gau.edu.bd\/rsg","nextItem":{"@type":"ListItem","@id":"https:\/\/gau.edu.bd\/rsg\/research\/#listItem","name":"Research"}},{"@type":"ListItem","@id":"https:\/\/gau.edu.bd\/rsg\/research\/#listItem","position":2,"name":"Research","previousItem":{"@type":"ListItem","@id":"https:\/\/gau.edu.bd\/rsg#listItem","name":"Home"}}]},{"@type":"Organization","@id":"https:\/\/gau.edu.bd\/rsg\/#organization","name":"Department of Remote Sensing and GIS","description":"Faculty of Forestry and Environment","url":"https:\/\/gau.edu.bd\/rsg\/"},{"@type":"WebPage","@id":"https:\/\/gau.edu.bd\/rsg\/research\/#webpage","url":"https:\/\/gau.edu.bd\/rsg\/research\/","name":"Research - Department of Remote Sensing and GIS","description":"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/gau.edu.bd\/rsg\/#website"},"breadcrumb":{"@id":"https:\/\/gau.edu.bd\/rsg\/research\/#breadcrumblist"},"datePublished":"2015-10-05T06:53:46+00:00","dateModified":"2024-07-03T16:18:07+00:00"},{"@type":"WebSite","@id":"https:\/\/gau.edu.bd\/rsg\/#website","url":"https:\/\/gau.edu.bd\/rsg\/","name":"Department of Remote Sensing and GIS","description":"Faculty of Forestry and Environment","inLanguage":"en-US","publisher":{"@id":"https:\/\/gau.edu.bd\/rsg\/#organization"}}]},"og:locale":"en_US","og:site_name":"Department of Remote Sensing and GIS - Faculty of Forestry and Environment","og:type":"article","og:title":"Research - Department of Remote Sensing and GIS","og:description":"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for","og:url":"https:\/\/gau.edu.bd\/rsg\/research\/","article:published_time":"2015-10-05T06:53:46+00:00","article:modified_time":"2024-07-03T16:18:07+00:00","twitter:card":"summary_large_image","twitter:title":"Research - Department of Remote Sensing and GIS","twitter:description":"Facilities The GIS and remote sensing laboratory at BSMRAU has excellent human resources and infrastructure capacity for SMART farming and precision agriculture. Research work includes geostatistical analysis and satellite image processing using different machine learning algorithms and modeling. The LAB has a space of 300 square meters. Expenses covered by the institution include salaries for"},"aioseo_meta_data":[],"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/gau.edu.bd\/rsg\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tResearch\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/gau.edu.bd\/rsg"},{"label":"Research","link":"https:\/\/gau.edu.bd\/rsg\/research\/"}],"_links":{"self":[{"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/pages\/12","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/users\/786010"}],"replies":[{"embeddable":true,"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/comments?post=12"}],"version-history":[{"count":4,"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/pages\/12\/revisions"}],"predecessor-version":[{"id":438,"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/pages\/12\/revisions\/438"}],"wp:attachment":[{"href":"https:\/\/gau.edu.bd\/rsg\/wp-json\/wp\/v2\/media?parent=12"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}