Mazuva ano, satellite data inogona kushandiswa kune zvakawanda zvinobatsira zvinangwa. Maitiro ekuwana ruzivo runobatsira uye ruzivo kubva pamifananidzo yakatorwa nemasatellite anotenderera Pasi inozivikanwa sesatellite imagery analysis.
Zvinosanganisira kushandisa nzira dzekucheka-kumucheto uye maalgorithms ekuongorora mabhendi emifananidzo, resolution, uye mapatani enzvimbo, pakati pezvimwe zvivakwa.
Vaongorori vanogona kuongorora iyo data inosanganisirwa mumifananidzo uye kuwana ruzivo rwakakosha rwenzvimbo vachishandisa matekiniki akadai. mufananidzo classification, shanduko yekuona, uye kuzivikanwa kwechinhu.
Maindasitiri mazhinji, akadai sekuronga kwemaguta, kurima, manejimendi enjodzi, uye kutarisa kwezvakatipoteredza, anovimba zvakanyanya neongororo iyi. Kugona kwayo kupa huwandu hwedata rekuita sarudzo uye manejimendi ezviwanikwa pasi pekukosha kwe. satellite imagery analysis.
Nyanzvi dzinogona kuishandisa kuchengetedza shanduko yekushandiswa kwevhu, kuongorora hutano hwezvirimwa, kuona njodzi dzinongoitika dzoga semoto wesango kana mafashama, uye kuongorora maitiro ekukura kwemaguta.
Vaongorori vanogona kuona hutano hwezvinomera, kunaka kwemvura, uye hunhu hwe geological nekuongorora data rakawanda, iro rinorekodha akati wandei mafungu echiedza.
Kuongororwa kwemhedzisiro yekushanduka kwemamiriro ekunze, kuvandudzwa kwezvivakwa, uye kuongororwa kwemamiriro ekunze zvese zvinoitwa nyore nekuongorora setiraiti.
Hazvibviri kuwedzeredza kukosha kwekucheka-kumucheto michina uye software mune satellite mufananidzo kuongororwa. Zvishandiso izvi zvinopa yakazara chimiro kudhirowa, kugadzirisa mifananidzo, uye nzvimbo yekuongorora kugona.
Vanobvumira vanoongorora kuti vaite maitiro sekugadzirisa kwemuchadenga, izvo zvinobvisa kupindira kwemhepo kubva pamifananidzo, uye orthorectification, iyo inogadzirisa kukanganisa kunounzwa neiyo topography uye kutenderera kwePasi.
Uye zvakare, yekucheka-kumucheto software inopa otomatiki nzira dzekuisa mapikicha, zvichiita kuti zvikwanise kukurumidza kuona uye mepu akasiyana emhando yevhavha yevhu.
Aya matekinoroji anopa vaongorori kugona kubata akawanda data, kuita zvidzidzo zvakaomarara, uye kuburitsa mhedzisiro inogona kuvimbwa.
Muchinyorwa chino, isu tichaongorora akanakisa maturusi uye software yekuongorora setiraiti mifananidzo.
1. Google Earth
Google Earth ipuratifomu ine simba yegeospatial inokupa iwe raibhurari yakakura yemifananidzo yesatellite uye yekucheka-kumucheto ekutsvagisa.
Kuwana mifananidzo yakakwira-resolution yakatorwa neakawanda satellite sensors, kusanganisira Landsat uye Sentinel, iyo inopa multispectral data yekutsvagisa kwakadzama, ndeimwe yehunyanzvi hwayo hwekuongorora setiraiti yekufungidzira.
Kuti uone marudzi akasiyana echivharo chevhu kana shanduko ye track nekufamba kwenguva, vashandisi veGoogle Earth vanogona kuita rondedzero yemifananidzo vachishandisa nzira dzakaita seanotariswa uye asina kutariswa.
Iyo tekinoroji zvakare inogonesa iwe kuti utarise zviitiko zvine simba sekukura kwemadhorobha kana kutemwa kwemasango nekufambisa kuoneswa kwemaitiro enguva uye mapatani uchishandisa nguva-inopera mifananidzo.
Pamusoro pezvo, iwe unogona kugadzira madhijitari ekwidziso modhi (DEMs) uye kuita ongororo yenzvimbo yekushandisa seyekuyerera kwemateru uye ongororo yekuona nekuda kweGoogle Earth's 3D modelling kugona.
Kuongorora kugadzirwa kwekurima, kuongorora zvitsuwa zvekupisa kwemaguta, kugadzira mepu yekuvharwa kwemasango, uye kuita ongororo yekukanganisa kwezvakatipoteredza kumapurojekiti ezvivakwa mienzaniso mishoma yemashandisirwo uye mashandisiro ekushandisa kweGoogle Earth's satellite imagery processing capabilities.
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Yakasununguka kushandiswa kumunhu wese.
2. SEND
ENVI ipuratifomu yakaomesesa kure kure inonzwa software yakagadziridzwa naL3 Harris Geospatial iyo inokutendera iwe kuti utore ruzivo rwakakosha kubva kumasetellite, ndege, uye mamwe marudzi edata uchishandisa yekucheka-kumucheto kwemifananidzo yekugadzirisa tekinoroji.
Iwe unogona kuita akasiyana-siyana ekugadzirisa mifananidzo neENVI nekuda kwekuunganidzwa kwayo kwakakura kwezvinhu uye kugona.
Aya mabasa anosanganisira kukwidziridzwa kwechifananidzo kuti uwedzere kujeka kwekuona, kudhirowa kwemaitiro kuona uye kuongorora zvimwe zvinhu kana mapatani, kupatsanura mufananidzo kupatsanura mufananidzo mumatunhu ane revo, ongororo yenhamba kuti iwane huwandu hwekuona, shanduko yekuona kutarisa uye kuenzanisa misiyano nekufamba kwenguva, uye kuona. kuitira intuitive data yekuongorora.
Nekugamuchira dhata kubva kune purofiti masosi seDigitalGlobe, Airbus, uye Planet, ENVI zvakare inosiyanisa kunze kwerutsigiro rweakasiyana mafomati data.
Pamusoro pezvo, ENVI inowedzera kugadzirwa neayo akasimba otomatiki maficha, uchishandisa iyo ENVI Modeller kurerutsa uye otomatiki zviitiko zvinonetesa uye kubvumidza iwe kukurumidza kuongorora yakakura mavhoriyamu emifananidzo.
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Ndokumbirawo mukumbire mutengo wemutengo wayo.
3. ERDAS Fungidzira
Iyo inoshanda zvakasiyana siyana ERDAS Fungidzira software suite yekunzwa kure uye kuongororwa kwemifananidzo inonyanyo zivikanwa nekugona kwayo kubata akasiyana siyana geospatial data mafomati, anosanganisira setiraiti mifananidzo, mumhepo kutora mifananidzo, LiDAR point makore, madhijitari ekwidziso mhando, uye GIS data.
Ichi chirongwa chakasimba ndiyo yekuenda-kusarudzo yezvishandiso zvekunzwa kure sezvo ichipa vatengi zvakasiyana siyana zvemhando yepamusoro kugadzirisa mifananidzo, 3D kuona, uye kudhirowa kwechinhu.
Iwe unogona kungowana iyo yakakura sarudzo yezvishandiso kuti uwane mashandiro akakodzera kune avo ega ega nekuda kweiyo mushandisi-inoshamwaridzika ribhoni-yakavakirwa dhizaini.
Iyo spatial modhi mupepeti, iyo inogonesa iwe kuvandudza uye otomatiki maitiro akaomarara, ine simba point gore rekugadzirisa masimba, uye maturusi efotogrammetry anoita zviyero chaizvo uye kuvakwazve kwemifananidzo kunogoneka mamwe maitiro anosiyanisa anoita ERDAS Fungidzira kumira.
Aya maitiro akatanhamara anobatsira kutsanangura kuti nei ERDAS Fungidzira ichifarirwa zvakanyanya muzvikamu zvinosanganisira zvekurima, masango, migodhi, mainjiniya, kuronga kwemaguta, uye kudzivirira, uko mabasa ayo akazara anosangana neakasiyana geospatial analytical zvinodiwa.
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Ndokumbirawo mukumbire mutengo wemutengo wayo.
4. Esri ArcGIS
Esri ArcGIS ndeye yakasimba geospatial software chikuva inopa mashandiro akasiyana uye anochinjika marezenisi sarudzo yekubatanidza nzvimbo-based analytics mumabhizinesi akasiyana siyana.
Nemamiriro ayo emamiriro ezvinhu, unogona kuronga uye kuongorora data mumamiriro ejografi kuti uwane ruzivo rwakadzama.
Iwe unogona kubatanidza senge isina hukama dhata, tsvaga yakavanzika yekubatanidza, kusimudzira yekufungidzira modhi, uye kuwana inokwikwidza muganho uchishandisa chikuva muunganidzwa wakawanda wemaitiro ekuongorora uye spatial algorithms.
Kushandisa ArcGIS kunogona kushandisa scalable uye pane-inoda kugona nekuda kwesimba rekuongorora kwenzvimbo uye. data science. Vashandisi veArcGIS vanogona kushandisa mepu kuona mafambiro enzvimbo, kuita sarudzo dzakadzidziswa, uye kukurudzira kubatana.
Vashandisi vanopihwawo mukana weiyo 3D GIS kugona neArcGIS, iyo inovagonesa kushandisa data kugadzira yakangwara 3D modhi uye maonesheni ekuongorora, kugadzirisa matambudziko, uye kutaurirana kunoshanda.
ArcGIS inopawo mukana kuraibhurari hombe yezviwanikwa zvekufungidzira pamwe chete nemidziyo ine simba uye maitiro ekuronga uye kutora manzwisisiro kubva mumifananidzo uye data inonzwika kure. Pakazere, ArcGIS inobata kune akasiyana maindasitiri uye maapplication ane yakakura seti yezvimiro uye mabasa ekuongorora geospatial uye kuona.
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Ndokumbirawo mukumbire mutengo wemutengo wayo.
5. QGIS
Quantum Geographic Information System (QGIS) inozivikanwa yakavhurika-sosi geographic information system chirongwa chine epamusoro geospatial kuongorora kugona. Rine nyore user interface uye kuwanda kwekushanda kwezviitwa zvakasiyana-siyana zveGIS.
Kana zvasvika pakuongororwa kwemufananidzo wesetiraiti, QGIS inomira kunze kwehuwandu hwayo hwakakura hwekugona. Iwe unogona kukurumidza kupinza, kudzidza uye kuongorora setiraiti mafoto kuti uwedzere kuferefeta kwakadzama kweiyo geographical data. Nekuti QGIS inotsigira akasiyana siyana emafomati emifananidzo setiraiti, data kubva kune akati wandei masosi inogona kubatanidzwa zvakanaka.
Chinhu chinocherechedzwa cheQGIS iraibhurari yayo yakakura yezvishandiso uye plugins yekugadzirisa nekuongorora mifananidzo. Aya ma-add-on anowedzera kugona kweQGIS nekupa-yekucheka-kumucheto maturusi ekugadzika kwemifananidzo, kuona shanduko, kuongororwa kwezvinomera, uye mamwe mabasa.
Orfeo Toolbox, Semi-Automatic Classification Plugin, uye SCP (Semi-Automatic Classification Plugin) ndiwo mapulagi ane mukurumbira. Vashandisi veQGIS vanogona kuita mabasa akaomarara ekugadzirisa mifananidzo, vachigonesa kunyatsoongorora mifananidzo yesatellite, nerubatsiro rweaya mapulagi akasimba.
Pricing
Yakasununguka kushandiswa kumunhu wese.
6. Catalyst Professional
Catalyst Professional, PCI Geomatics mhando, inopa scalable bhizinesi mhinduro dzakavakirwa paPasi Observation (EO) data uye yakaomesesa analytics.
NeCatalyst, vatengi vanogona kushandisa yekucheka-kumucheto mufananidzo analytics uye mapikicha ekuisa maturusi kushandura pixels kuita ruzivo runobatsira. Mibairo inogoneka nekushandiswa kwepuratifomu ye muchina kudzidza algorithms uye maitiro akasimba ekugadzirisa.
Kuti uwane mhedzisiro uye yemhando yepamusoro uchishandisa setiraiti nemifananidzo yemuchadenga, nyanzvi dze geospatial dzinovimba neinovhero yeCatalyst uye maitiro ane simba ortho-mosaicking.
Catalyst zvakare inokunda mukukunda matambudziko anounzwa nekavha yegore, ichikubvumidza iwe kuona kuburikidza nemakore, shanduko yemavara, uye isina musono kusanganisa optical dataset yeruzivo rwenzvimbo.
Iyo yepuratifomu-inoshamwaridzika inomiririra yekuona uye maturusi anopindura anokwirisa mashandiro, achidzikisa zvinodiwa zvevashandi uku uchisimudza zviyero zvekubuda.
Kuburikidza nePython API yayo uye nharaunda dzinodyidzana, Catalyst inowedzera kupa simba vatengi nekuvapa mukana kune anopfuura 745 plug-uye-kutamba algorithms. Izvi zvinogonesa kuvandudzwa kweiyo yakasarudzika yekupedzisira-kusvika-kumagumo uye yakabatanidzwa workflows inopihwa kune zvimwe zvinodiwa.
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Ndokumbirawo mukumbire mutengo wemutengo wayo.
7. eCognition
eCognition ipuratifomu yakasimba software inotarisa pakutora ruzivo runobatsira kubva kune yakakwirira-resolution setiraiti nemifananidzo yemuchadenga.
Iwe unogona kuongorora nekududzira geographic data padanho rechinhu uchishandisa eCognition, zvichitungamira mukunzwisisa kwakanyanya kwenzvimbo.
Ichishandisa yakaomesesa algorithms uye nzira dzekudzidza muchina, chirongwa chinokamura mafoto kuita zvinhu zvine musoro zvinoenderana nekuona kwavo, nzvimbo, uye mamiriro ezvinhu.
Iwe unogona kutsvaga nekuongorora zvimwe zvinhu kana mapatani mukati memifananidzo nekuda kweiyo-yakavakirwa nzira yekusarudzika, kudhirowa kwezvinhu, uye kushandura kugona kwekuona.
Nzvimbo dzekushandisa dze eCognition dzinosanganisira mepu chivharo chevhu, kuronga kwemadhorobha, masango, zvekurima, uye kuongorora kwezvakatipoteredza.
Iyo ine mukana wekubata makuru makuru edataseti zvinobudirira, kuwedzera huchokwadi, uye inoda kushoma basa remaoko. Nekushandisa simba reOBIA, eCognition inoita kuti iwe uwane ruzivo rwakakosha kubva kune yakaoma geographic data uye kuita sarudzo dzakangwara.
Pricing
Unogona kudhawunirodha yazvino vhezheni yesoftware nekungoisa fomu.
8. Global Mapper
Global Mapper izere-inoratidzwa GIS chirongwa chinokutendera kuti uongorore setiraiti mafoto, modhi yepamusoro, uye. kuona data. Global Mapper's mushandisi-inoshamwaridzika interface uye yakakura maficha inoita kuti iwe ugone kubata uye kuongorora setiraiti mafoto kune akati wandei maapplication.
Chirongwa ichi chine zvinhu zvakaomarara zvakaita sekuronga, shanduko yekuona, uye spectrum ongororo yekutora ruzivo rwakakosha kubva pamifananidzo.
Uyezve, Global Mapper inopa simba renzvimbo yekuenzanisira, ichikutendera kuti ugadzire mamodheru akakwirira, kuita zvidzidzo zvekutsvedza, uye kumhanyisa hydrological simulations.
Global Mapper inokwenenzvera kugadzirwa kwepamusoro-notch mepu uye inomiririra inomiririra yegeographical data nekuda kweiyo yakasanganiswa yekuona data kugona.
Nekuda kweizvozvo, Global Mapper chishandiso chinobatsira kune nyanzvi munzvimbo dzakasiyana siyana, kusanganisira kutonga kwezvakatipoteredza, kuronga maguta, uye kushandisa zviwanikwa, zvichivabvumira kunyatsoongorora mifananidzo yesatellite uye kutora ruzivo runobatsira kubva kudhata re geospatial.
Pricing
Unogona kuyedza chikuva uye mitengo yeprimiyamu yesoftware inotanga kubva kumadhora mazana mashanu nemakumi mapfumbamwe nemapfumbamwe.
9. Whitebox
Whitebox chikamu chakatanhamara cheyakavhurika-sosi software ine yekuraira-mutsara interface iyo yakagadzirwa kuti ipe huwandu hwakasiyana hwezvishandiso zvekugadzirisa uye kuongorora satellite data.
Iyo inokupa iwe inogoneka uye inogadzira nharaunda yekubata negeospatial data yekutenda kune yayo mushandisi-inoshamwaridzika yekuraira mutsara interface.
Nerubatsiro rwechirongwa ichi, unogona kuita mashandiro akaomarara anosanganisira kugadzirira data, kupatsanurwa kwemifananidzo, uye kuongororwa kwenzvimbo yemifananidzo yesatellite.
Pamusoro pezvo, iro rakapamhama rekushandisa rinogamuchira akati wandei maitiro ekuongorora, kuvimbisa tsigiro yakakwana yezviitwa senge ficha kudhirowa, shanduko yekuona, uye kuwedzera mufananidzo.
Seyavhurika-sosi chikuva, Whitebox inosimudzira nharaunda inofambiswa nenharaunda kwaunogona kupinda mukusimudzira kwayo uye kuigadzirisa zvinoenderana nezvako zvaunoda.
Icho chishandiso chinobatsira chevadzidzi, vaongorori, uye nyanzvi dze geospatial dzinotarisa kukwidziridza kugona kwemifananidzo yesatellite uchishandisa yekucheka-kumucheto kugadzirisa uye nzira dzekuongorora nekuda kwekushandisa kwayo uye kuwanikwa.
Pricing
Iyo yemahara kushandisa kune wese munhu uye inobhadharisa mamwe maficha ayo anotanga kubva kumadhora mazana matatu nemakumi mashanu.
10. GeoServer
GeoServer ndeye yakavhurika-sosi server-padivi software, iyo yakakosha mukugovana uye kushumirwa kweiyo geographic data paInternet. Inoshanda sepuratifomu inoshanduka yekuronga uye kuparadzira geospatial data uku ichivimbisa kuomerera kune yakavhurika zviyero.
Iwe unogona kushambadza zviri nyore zvakasiyana-siyana zvemhando dzedhata dzenzvimbo, kusanganisira mavheji uye rasters, mumafomati anodiwa seShapefile, GeoTIFF, uye PostGIS, uchishandisa GeoServer.
Chirongwa ichi chinowirirana nezvimwe zvirongwa zveGIS uye vatengi vanotsigira Open Geospatial Consortium (OGC) zviyero sezvo zvichienderana nezvavanoda.
Nekupa dhata renzvimbo sepamhepo Mepu Service (WMS) masevhisi uchishandisa GeoServer, unogona kugadzira mepu dzepamhepo dzine simba nezviratidzo zvinogoneka, dhizaini, uye kunyora.
Pamusoro pezvo, GeoServer inopa mukana uye kudzoreredza data revector uye ruzivo rwakabatana neWebhu Feature Service (WFS) sevhisi, kurerutsa nzvimbo uye hunhu kubvunza uye kubatanidza nyore mukushandisa mushandisi.
GeoServer isarudzo inovimbika yekuchinjanisa zvinobudirira uye kuwana mukana weiyo geographical data nenzira yakamisikidzwa uye ine mushandisi-ane hushamwari pawebhu.
Pricing
Yakasununguka kushandiswa kumunhu wese.
mhedziso
Munzvimbo yekuongorora mifananidzo yesatellite, zvakakosha kukurudzira vaverengi kuti vatsvage uye vasarudze chishandiso chakanakisa kana chirongwa zvichienderana nezvavanoda.
Kunzwisisa zvimwe zvinodikanwa uye zvinangwa zvinogona kubatsira kuvimbisa kuti chishandiso chakasarudzwa chinoburitsa mhedzisiro yakatarwa zvichipihwa hukuru hwakakura hwemikana iripo.
Pamusoro pezvo, zvakakosha kuti uenderane nezvichangobva kuitika musoftware uye maturusi ekuongorora setiraiti mifananidzo.
Iwe unogona kushandisa ekucheka-kumucheto maturusi uye maficha anowedzera hunyanzvi hwako hwekuongorora, kuwedzera chibereko, uye kuvhura nzira nyowani dzekuwana ruzivo rwehungwaru kubva kune setiraiti mafoto.
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