๐ง๐ท L๐ ๐ ๐ P๐ ก๐ ๐ ๐ ค๐ ๐ ฃ๐ ๐ ฅ๐ ๐ ฃ๐ จ D๐ จ๐ ๐ ๐ ๐ ๐ ๐ ข ๐ ๐ B๐ ก๐ ๐ ฉ๐ ๐ ๐ฆ๐๐พ๐พ๐๐๐๐ ๐๐ ๐๐๐พ ๐ ๐๐บ๐๐๐ & ๐๐๐๐๐ ๐๐๐๐๐ ๐๐๐๐๐๐ ๐๐๐๐ฝ๐๐ผ๐๐๐๐๐๐ ๐ฑ ๐ก๐๐ ๐๐๐บ๐๐๐พ & ๐๐พ๐ ๐ ๐๐ ๐๐๐๐พ๐ ๐๐พ๐๐พ๐บ๐ ๐๐๐๐พ๐๐ ๐ฝ๐พ๐ฟ๐๐๐พ๐๐๐บ๐๐๐๐, ๐ฝ๐๐๐๐๐๐ & ๐ผ๐ ๐๐๐บ๐๐พ ๐๐๐พ๐๐๐๐๐พ ๐๐พ๐ฝ๐๐ผ๐๐๐ ๐๐พ๐๐๐ ๐๐พ๐๐ผ๐พ ๐พ๐ฅ ๐ง๐๐ ? ๐๐พ๐พ @milos-makes-maps.bsky.social ๐๐๐ #๐ซ๐บ๐๐ฝ๐ฃ๐พ๐๐๐บ๐ฝ๐บ๐๐๐๐ #๐ก๐๐บ๐๐๐ #๐ค๐บ๐๐๐๐ฎ๐ป๐๐พ๐๐๐บ๐๐๐๐ #๐ฑ๐๐๐บ๐s
Sofia Lazar
@sofialazar.bsky.social
M. Sc in Water Resources๐ง | Eng in Structures Construction, Civil Engineering Hydraulics ๐๏ธ | Water Allocation - Quality Modelling ๐ก๏ธ | Data Visualization โจ| GIS ๐ | R ๐ | Python ๐
๐ป Just finished rendering this Digital Elevation Model of #Jammu & #Kashmir using #Tanaka Highlights ๐จ Loving how the technique brings out the terrain, sharp ridgelines, soft basins, and deep valleys all pop beautifully. ๐Tut by @milos-makes-maps.bsky.social ๐ #DEM #TanakaHighlights #Cartography
๐ฅ๐๐๐พ๐ฝ ๐๐๐บ๐! ๐ฏ ๐ฒ๐๐๐๐พ ๐๐ ๐๐พ๐พ ๐จ๐๐ฝ๐๐บ'๐ ๐๐๐๐พ๐๐ ๐๐ ๐ฅ๐ฃ.... ๐ป๐ ๐พ๐๐ฝ๐๐๐ ๐พ๐ ๐พ๐๐บ๐๐๐๐, ๐๐๐๐๐๐๐บ๐๐๐, ๐บ๐๐ฝ ๐๐๐ฝ๐๐๐ ๐๐๐ ๐ฅ๐ฅ๐๐ ๐ฟ๐บ๐ผ๐: ๐ค๐ช๐ช๐ข ๐๐๐๐พ๐๐ ๐ผ๐๐๐๐ ๐๐๐พ ๐ป๐๐๐ฝ๐พ๐๐, ๐บ๐๐ฝ ๐๐๐พ ๐ ๐๐๐๐พ๐๐ ๐๐บ๐๐ ๐๐๐๐ ๐ฅ๐ข๐ซ,๐ฃ๐ฃ๐ง ๐๐! #๐ฆ๐จ๐ฒ #๐ฑ๐๐๐บ๐๐ #๐ฌ๐บ๐๐๐๐๐ #๐จ๐๐ฝ๐๐บ #๐ง๐๐ฝ๐๐๐ ๐๐๐
๐ 826 rivers flow into the DRC ๐จ๐ฉ Todayโs deep dive? Unveiling a river network so vast it spans all 26 provinces, linking ecosystems, borders, and lives. From Bas-Uele to Kinshasa ๐งโจ #Geospatial #Hydrology #DRC #RStats #WaterMapping
๐ซ๐ท ๐ ๐๐ฃ๐ฃ๐๐ก๐ ๐๐๐๐งโฏ&โฏ๐ฃ๐ข๐ฃ๐จ๐๐๐ง๐๐ข๐ก ๐ก๏ธ๐ฅ With summer heatwaves intensifying, I overlaid #MODIS LST and #GHSL 2030 population to spot where heat and people collide #ClimateAction #UrbanResilience #GIS #HeatIslands #Sustainability
๐๐๐ฆ๐๐จ๐๐ข๐, ๐๐๐ง ๐ ๐ก๐๐๐ซ ๐ฒ๐จ๐ฎ ๐ฌ๐ก๐จ๐ฎ๐ญ ๐ฟ๐ข for our forests?! From 1990 to 2024, weโve seen a massive shift: green forests turning into scattered patches. The land is changing fast......Time to act, protect, and restore! #Cambodia #Forests #ClimateAction #TMFChange #ReforestCambodia #Rstats #Asia
๐ You saw #Brazil & the #Amazon TMF in #3Dโฆ My people in the #DRC said: ๐พ๐๐๐๐โ๐ ๐๐๐๐? ๐ Wellโฆ here it is! ๐จ๐ฉโจ ๐๐๐ ๐จ๐ ๐ญ๐ก๐ ๐๐๐ ๐ข๐ง ๐ฌ๐ญ๐ฎ๐ง๐ง๐ข๐ง๐ 3๐! ๐ฟ๐ A vibrant forest, rich in life & vital for our planet ๐ง๐ณ #TMF #DRC3D #CongoBasin #NatureIn3D #GIS #MappingTMF #Africa #ForestsMatter #ClimateAction #R
๐ก Mapping Africa's Aid Inequity: 15 years where global aid fell below average. ๐จ Using R, I visualized this disparity in an animated map. In 2005, Africa got just 4.9% of global aid, less than 1 in 20 dollars. ๐ Data Source: #WorldBank #R #DataForDevelopment #AidAllocation #MappingAfrica
โ The masterpiece for ๐ง๐ท is here ๐ฑ๐ฅ ! ๐ณ๐โจ Tropical Moist Forest in full #3D GLORY โ 2024 style. ๐จ + ๐ฐ๏ธ + ๐ฟ = WOW ๐ข Letโs hear it, #Brazil! ๐๐ #3D #Brazil #RemoteSensing #GIS #EarthObservation #Rstats #Science
โ I did my part... ๐ณ๐ 3D Amazon Rainforest: 2024 Tropical Moist Forest edition! Elevation, vegetation, human impact: all in one view ๐ Data: forobs.jrc.ec.europa.eu/TMF/data #3D #Amazon #EarthObservation #GIS #RemoteSensing #Rstats #EOData #SouthAmerica #Brazil #Peru
๐ ฃ๐ ๐ ๐ ๐ ๐ ๐ ฉ๐ ๐ ๐ ก๐ ๐ ๐ ๐ ๐ ๐ ก๐ ๐ ข๐ ฃ: ๐ ๐ ข๐ ๐ ๐ ๐ ฃ ๐ ๐ ก๐ ๐ 1990 ๐ ฃ๐ 2024 ๐ฑ๐ From ๐ข600 Mha of intact forest to just ๐ข500.61 Mha. ๐ 66.67 Mha deforested ๐ก 33.59 Mha degraded ๐ 9.78 Mha regrowthโtoo little, too late? #AmazonRainforest #Geospatial #RStats #ForestConservation #Sustainability #ClimateChange #SpatialData
๐ ๐ซ๐๐ง๐๐'๐ฌ ๐๐ฅ๐ข๐ฆ๐๐ญ๐ ๐ก๏ธ๐ This bivariate map reveals where temperature meets vegetation across France. Mediterranean regions glow magenta (hot+dry), while northern greens showcase resilient plant life. #DataViz #ClimateScience #RemoteSensing
๐ง๐ท Tropical Moist Forest Crisis in Brazil: Since 1990, Brazil lost 86.86 Mha of undisturbed forests, while regrowth only covered 16.08 Mha. Deforestation escalates by 1,533%, and degradation is climbing. We must act for a sustainable future. ๐ #Deforestation #ClimateAction #Brazil #Biodiversity
๏ผด๏ผจ๏ผฅใ๏ผฃ๏ผฏ๏ผฎ๏ผง๏ผฏใ๏ผข๏ผก๏ผณ๏ผฉ๏ผฎใ๏ผถ๏ผก๏ผฎ๏ผฉ๏ผณ๏ผจ๏ผฉ๏ผฎ๏ผงใ๏ผฌ๏ผฉ๏ผฆ๏ผฅ๏ผฌ๏ผฉ๏ผฎ๏ผฅ The DRC's rainforest is disappearing! ๐ maps from the 2024 #JRC #Tropical #Moist #Forest show a staggering 21.2% loss of intact forest over the past 34 years. From 130.5 Mha in 1990 to just 102.73 Mha in 2024. #CongoRainforest #Deforestation #ClimateCrisis #JRC
Saudi Arabia ๐ธ๐ฆ | Climate Reality in Color Average Site Water Balance (swb) & Climate Moisture Index (cmi) ๐ 1981โ2010 | CHELSA BIOCLIM+ From the green slopes of ุฌุจุงู ุงูุณุฑูุงุช to the dry heart of ุงูุฑุจุน ุงูุฎุงูู #ClimateScience #SaudiArabia #GIS #Hydrology #ุงูู ูุงุฎ #ุงูุจูุฆุฉ
๐ก ๐ ๐ ๐ ๐ ๐ ๐ ฃ๐ ๐ ๐ ก๐ ๐ ๐ ๐ ๐ ฃ๐ ๐ ๐ A side-by-side of ๐ซ๐ท #France and ๐ฎ๐น #Italy showing projected climate shifts under #SSP1-2.6 (mitigation) vs #SSP5-8.5 (high emissions). Data from the #MPI-ESM1 model Access the #BIOCLIM+ dataset: ๐ chelsa-climate.org/exchelsa-ext... #ClimateData #RStats #BIOCLIM+ #CHELSA
Are quieter regions left behind or do they simply function differently? #France #population #urbanplanning #Rstats
๐บ๏ธ Hot or not? ๐ธ๐ฆ New #climateERA5 vs #climateCHELSA bivariate maps reveal striking differences in temp & rainfall across #climateSaudiArabia (1981โ2010)! ๐ก๏ธ#climateERA5: Hotter, drier deserts ๐ง๏ธ#climateCHELSA: Cooler, wetter, more detailed ๐ Your dataset really matters in #climateMapping #R #2Dmaps
๐ข To #Farmers, #Ecologists, #Policymakers & #Agribusiness: New #CHELSA climate data is in! ๐บ๐ธ ๐ก๏ธ Hot & Dry (1-3): Drought risk ๐ง๏ธ Cool & Wet (3-1): Great for ๐ ๐พ Moderate (2-2): Corn/soybean belt ๐ด Hot & Wet (3-3): High disease risk ๐บ๏ธ Zoom into your state for details! #Climate #USA #GIS #Rstats
๐ซ๐ท Franceโs Climate Risks at a Glance ๐ดโช๐ต Using high-res #CHELSA climate data, I mapped the alarming trends: ๐ก๏ธ Temps rising 2ร faster than global average ๐ง๏ธ Rainfall dropping, crops & soil at risk Big thanks to @milos-makes-maps.bsky.social tut! #ClimateEmergency #France #Sustainability #Rstats
๐ข #Franceโs Waterways: Art of Connectivity ๐ From #Bretagne to #CentreValdeLoire to #HautsdeFrance, waterways have shaped history, trade, and ecosystems. More than just transport routes, they are lifelines of sustainability and regional identity..... #SustainableTransport #France #RGeek
๐ Behold! A Map Reborn in the Realm of 3D! ๐ฐโ๏ธ๐ดโโ ๏ธ Through #R & #rayshader, I have resurrected a 1962 Historical Map of #Scotland where the Highlands rise, castles stand tall, and the Clans reclaim their lands... in glorious 3D! ๐๏ธโจ #GISAlchemy #3DCartography #HistoricalMaps #RGeek #ClansAndCastles
๐ Exploring #OSM Data Beyond Buildings! ๐๏ธ Weโve used @Milan Janosovโs tutorial to explore not just buildings ๐ง, but also highways in #Japan ๐ฏ๐ต and waterways ๐ in cities like #Venice ๐ฎ๐น, and #Amsterdam ๐ณ๐ฑ, plus more! #SpatialData #UrbanPlanning #DataAnalysis #UrbanExploration #Highways #Waterways
๐ Mapping the heart of #Europe's iconic neighborhoods with #OSM data! ๐๏ธ From ๐ซ๐ท Paris, ๐ช๐ธ Seville to ๐ฉ๐ช Berlin... Iโve extracted building footprints of legendary places and brought them to life using #Python and #OSM Thanks to @Milan Janosov tut! #UrbanMapping #OSMData #BuildingFootprints #Python
Wait a minute, wait a minute... is it just me, or ๐น๐ญ #Thailand and ๐ฐ๐ญ #Cambodia are literally serving vintage realness in #3D?!! Straight outta 1967, created by the #USSR (of all places?? ๐ฎ), and now theyโve got that elevation glow-up ๐ฅ #3DMaps #Asia #Dataviz #GIS #Datascience #RGeek #Vintage
๐โจ Bella #Italia in 3D! ๐ฎ๐น Dive into this jaw-dropping vintage map from 1967 ! From the towering Alps to the sun-soaked shores of Sicily, this is Italy like youโve never seen before....alive with history and topographic glory ๐ฅ #Italy #3DMaps #VintageVibes #CartographyLovers #RGeek #HistoryNerds