Kuzindikira Kutali kwa LiDAR: Mfundo, Kugwiritsa Ntchito, Zinthu Zaulere ndi Mapulogalamu

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Masensa a Airborne LiDARakhoza kujambula mfundo zinazake kuchokera ku laser pulse, yomwe imadziwika kuti discrete return measurements, kapena kulemba chizindikiro chonse pamene chikubwerera, chotchedwa full-waveform, pa nthawi yokhazikika monga 1 ns (yomwe imaphimba pafupifupi 15 cm). Full-waveform LiDAR imagwiritsidwa ntchito kwambiri mu nkhalango, pomwe discrete return LiDAR ili ndi ntchito zambiri m'magawo osiyanasiyana. Nkhaniyi ikufotokoza makamaka za discrete return LiDAR ndi momwe imagwiritsidwira ntchito. Mu chaputala chino, tikambirana mitu ingapo yofunika kwambiri yokhudza LiDAR, kuphatikizapo zigawo zake zoyambira, momwe imagwirira ntchito, kulondola kwake, machitidwe ake, ndi zinthu zomwe zilipo.

Zigawo Zoyambira za LiDAR

Makina a LiDAR ochokera pansi nthawi zambiri amagwiritsa ntchito ma laser okhala ndi mafunde apakati pa 500–600 nm, pomwe makina a LiDAR oyenda m'mlengalenga amagwiritsa ntchito ma laser okhala ndi mafunde aatali, kuyambira 1000–1600 nm. Kukhazikitsa kwa LiDAR yoyenda m'mlengalenga kumaphatikizapo sikelo ya laser, gawo loyezera mtunda (gawo lozungulira), ndi machitidwe owongolera, kuyang'anira, ndi kujambula. Imaphatikizanso Differential Global Positioning System (DGPS) ndi Inertial Measurement Unit (IMU), nthawi zambiri imaphatikizidwa mu dongosolo limodzi lodziwika kuti malo ndi njira yowunikira. Dongosololi limapereka malo enieni (longitude, latitude, ndi altitude) ndi deta yowunikira (roll, pitch, ndi heading).

 Mapangidwe omwe laser imasanthula dera amatha kusiyana, kuphatikiza njira zozungulira, zofanana, kapena zozungulira. Kuphatikiza kwa deta ya DGPS ndi IMU, pamodzi ndi deta yowunikira ndi magawo oyika, kumalola dongosololi kuti ligwiritse ntchito molondola mfundo za laser zomwe zasonkhanitsidwa. Kenako mfundo izi zimapatsidwa ma coordinates (x, y, z) mu dongosolo logwirizanitsa malo pogwiritsa ntchito World Geodetic System ya 1984 (WGS84) datum.

Momwe LiDARKuzindikira KwakutaliNtchitoFotokozani m'njira yosavuta

Dongosolo la LiDAR limatulutsa ma pulse a laser ofulumira kupita ku chinthu kapena pamwamba pake.

Ma pulse a laser amaonekera kuchokera pa chandamale ndikubwerera ku sensa ya LiDAR.

Sensa imayesa molondola nthawi yomwe imatenga kuti kugunda kulikonse kuyende kupita ku cholinga ndi kubwerera.

Pogwiritsa ntchito liwiro la kuwala ndi nthawi yoyendera, mtunda wopita ku cholinga umawerengedwa.

Pogwirizana ndi malo ndi deta yolunjika kuchokera ku masensa a GPS ndi IMU, ma coordinates olondola a 3D a kuwala kwa laser amatsimikiziridwa.

Izi zimapangitsa kuti mtambo wokhuthala wa 3D ukhale woimira pamwamba kapena chinthu chomwe chaskenidwa.

Mfundo Yachilengedwe ya LiDAR

Makina a LiDAR amagwiritsa ntchito mitundu iwiri ya ma laser: mafunde oyendetsedwa ndi mpweya ndi mafunde osalekeza. Makina a LiDAR oyendetsedwa ndi mpweya amagwira ntchito potumiza kuwala kwaufupi kenako nkuyeza nthawi yomwe kuwalaku kumayenda kupita ku cholinga ndikubwerera kwa wolandila. Kuyeza kumeneku kwa nthawi yobwerera kumathandiza kudziwa mtunda wopita ku cholinga. Chitsanzo chikuwonetsedwa pachithunzi pomwe ma amplitude a chizindikiro cha kuwala chotumizidwa (AT) ndi chizindikiro cha kuwala cholandiridwa (AR) amawonetsedwa. Equation yoyambira yomwe imagwiritsidwa ntchito mu dongosololi imakhudza liwiro la kuwala (c) ndi mtunda wopita ku cholinga (R), zomwe zimathandiza dongosololi kuwerengera mtunda kutengera nthawi yomwe kuwalako kumatenga kuti kubwerere.

Kubwerera kwapadera ndi muyeso wa mafunde onse pogwiritsa ntchito LiDAR yowuluka mumlengalenga.

Dongosolo la LiDAR lodziwika bwino loyendetsedwa ndi ndege.

Njira yoyezera mu LiDAR, yomwe imaganizira zonse ziwiri chowunikira ndi makhalidwe a chandamale, yafupikitsidwa ndi equation ya LiDAR yokhazikika. Equation iyi yasinthidwa kuchokera ku equation ya radar ndipo ndi yofunika kwambiri pakumvetsetsa momwe makina a LiDAR amawerengera mtunda. Imafotokoza ubale womwe ulipo pakati pa mphamvu ya chizindikiro chotumizidwa (Pt) ndi mphamvu ya chizindikiro cholandiridwa (Pr). Kwenikweni, equation iyi imathandiza kuwerengera kuchuluka kwa kuwala kotumizidwa komwe kumabwezedwa kwa wolandila pambuyo powunikira kuchokera pa chandamale, zomwe ndizofunikira kwambiri podziwa mtunda ndikupanga mamapu olondola. Ubalewu umaganizira zinthu monga kuchepa kwa chizindikiro chifukwa cha mtunda ndi kuyanjana ndi malo omwe akufunidwa.

Kugwiritsa Ntchito LiDAR Remote Sensing

 Kuzindikira kutali kwa LiDAR kuli ndi ntchito zambiri m'magawo osiyanasiyana:
 Kujambula mapu a malo ndi malo opangira ma modelo okwera kwambiri a digito (DEMs).
 Kujambula mapu a nkhalango ndi zomera kuti aphunzire kapangidwe ka denga la mitengo ndi zomera.
 Kujambula mapu a m'mphepete mwa nyanja ndi m'mphepete mwa nyanja kuti muwone momwe nthaka ikukokolokera komanso kusintha kwa madzi m'nyanja.
 Kukonzekera mizinda ndi njira zoyendetsera zinthu, kuphatikizapo nyumba ndi maukonde oyendera.
 Zolemba zakale ndi cholowa cha chikhalidwe cha malo akale ndi zinthu zakale.
 Kafukufuku wa za nthaka ndi migodi kuti azitha kujambula zithunzi za pamwamba ndi ntchito zowunikira.
 Kuyenda kwa magalimoto okha komanso kuzindikira zopinga.
 Kufufuza mapulaneti, monga kujambula mapu a pamwamba pa Mars.

Kugwiritsa ntchito LiDAR_(1)

Mukufuna Kazembe Waulere?

Lumispot imapereka chitsimikizo chapamwamba kwambiri chaubwino ndi ntchito yogulitsa pambuyo pogulitsa, yovomerezedwa ndi machitidwe apamwamba adziko lonse, makampani, FDA, ndi CE. Kuyankha mwachangu kwa makasitomala ndi chithandizo chofulumira pambuyo pogulitsa.

Dziwani Zambiri Zokhudza Ife

Zida za LiDAR:

Mndandanda wosakwanira wa magwero a deta ya LiDAR ndi mapulogalamu aulere waperekedwa pansipa. Magwero a deta ya LiDAR:
1.Tsegulani Malo Ojambulahttp://www.opentopography.org
2.USGS Earth Explorerhttp://earthexplorer.usgs.gov
3.Chiwerengero cha Mabungwe Osiyanasiyana a United Stateshttps://coast.noaa.gov/ zinthu zomwe zili mu inventory/
4.Ulamuliro wa Dziko Lonse wa Nyanja ndi Mpweya (NOAA)Gombe la Digito https://www.coast.noaa.gov/dataviewer/#
5.Wikipedia LiDARhttps://en.wikipedia.org/wiki/National_Lidar_Dataset_(United_States)
6.LiDAR Pa intanetihttp://www.lidar-online.com
7.Netiweki ya National Ecological Observatory Network—NEONhttp://www.neonscience.org/data-resources/get-data/airborne-data
8.Deta ya LiDAR ya kumpoto kwa Spainhttp://b5m.gipuzkoa.net/url5000/en/G_22485/PUBLI&consulta=HAZLIDAR
9.Deta ya LiDAR ya ku United Kingdomhttp://catalogue.ceda.ac.uk/list/?return_obj=ob&id=8049, 8042, 8051, 8053

Pulogalamu yaulere ya LiDAR:

1.Imafuna ENVIhttp://bcal.geology.isu.edu/ Envitools.shtml
2.FugroViewer(za LiDAR ndi deta ina ya raster/vector) http://www.fugroviewer.com/
3.KUPHATIKIZA/LDV(Kuwonetsa, kusintha, ndi kusanthula deta ya LiDAR) http://forsys.cfr.washington.edu/fusion/fusionlatest.html
4.Zida za LAS(Makhodi ndi mapulogalamu owerengera ndi kulemba mafayilo a LAS) http://www.cs.unc.edu/~isenburg/lastools/
5.LASUtility(Gulu la zida za GUI zowonetsera ndikusintha mafayilo a LAS) http://home.iitk.ac.in/~blohani/LASUtility/LASUtility.html
6.LibLAS(Laibulale ya C/C++ yowerengera/kulemba mtundu wa LAS) http://www.liblas.org/
7.MCC-LiDAR(Kugawa kwa ma curvature ambiri a LiDAR) http://sourceforge.net/projects/mcclidar/
8.MARS FreeView(Kuwonetsa deta ya LiDAR mu 3D) http://www.merrick.com/Geospatial/Software-Products/MARS-Software
9.Kusanthula Kwathunthu(Pulogalamu yotseguka yogwiritsira ntchito ndikuwonetsa mitambo ya LiDARpoint ndi ma waveforms) http://fullanalyze.sourceforge.net/
10.Malo Oseketsa a Mtambo wa Point (A set of software tools for LiDAR point cloud visualiza-tion, editing, filtering, 3D building modeling, and statistical analysis in forestry/ vegetation applications. Contact Dr. Cheng Wang at wangcheng@radi.ac.cn)
11.Wowerenga Malo Ofulumira(Kuwonetsa mitambo ya LiDAR) http://applidayimary.com/download/ Zida zina za mapulogalamu a LiDAR zitha kupezeka patsamba la Open Topography ToolRegistry pa http://opentopo.sdsc.edu/tools/listTools.

Kuyamikira

  • Nkhaniyi ikuphatikiza kafukufuku wochokera ku "LiDAR Remote Sensing and Applications" ndi Vinícius Guimarães, 2020. Nkhani yonse ikupezekaPano.
  • Mndandanda wathunthuwu komanso kufotokozera mwatsatanetsatane magwero a deta ya LiDAR ndi mapulogalamu aulere amapereka chida chofunikira kwa akatswiri ndi ofufuza pankhani yowunikira kutali komanso kusanthula malo.

 

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Nthawi yotumizira: Epulo-16-2024