Dataset Viewer (First 5GB)
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10_GOOGLE_LEVEL_The satellite image depicts a barren, desert-like landscape characterized by a mix of rocky and sandy terrain. There are some patches of green vegetation scattered throughout the scene. The terrain features a mix of smooth and rugged surfaces, with noticeable variations in elevation likely indicating hills or small mountains. There are no visible bodies of water or man-made structures in the image. |
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10_GOOGLE_LEVEL_The image depicts an arid landscape with a prominent dry riverbed or channel running diagonally. There are several lighter and darker patches, indicating variations in the terrain, possibly with some rocky outcrops and ridges. The overall coloration is predominantly brown, suggesting a desert or semi-desert environment. |
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10_GOOGLE_LEVEL_The satellite image displays a rugged, mountainous landscape with patches of greenery. There are small areas of snow scattered across the terrain, particularly along the ridges and higher elevations. To the top right, there is a body of water, likely a lake or a part of the sea. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain with a large river running diagonally across the scene. The landscape is predominantly natural with visible areas of vegetation. The rock formations and varying elevations of the terrain are evident, highlighting the rugged nature of the region. |
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10_GOOGLE_LEVEL_The satellite image shows a mountainous terrain characterized by a network of ridges and valleys. Vegetation appears to cover many areas, with some bare earth or rocky surfaces visible. No bodies of water, urban development, or large structures can be observed. |
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10_GOOGLE_LEVEL_The image depicts a landscape characterized by rugged terrain, with prominent valleys and ridges. The area is primarily covered in green vegetation, interspersed with bare or less vegetated regions. The scene shows a natural landform with no visible man-made structures. |
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10_GOOGLE_LEVEL_The satellite image displays a mountainous terrain with several ridge lines and valleys. The area is predominantly covered in vegetation, with natural features such as elevations and slopes being visible. There are no discernible artificial structures or bodies of water in the image. |
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10_GOOGLE_LEVEL_The image shows a rugged landscape characterized by hilly or mountainous terrain. The area is predominantly covered in vegetation, with green hues indicating grass or shrub coverage. There are also visible areas with varying shades of brown, suggesting exposed soil or rocky surfaces. Several linear features, likely representing streams or small rivers, are present, cutting through the landscape. There are no noticeable signs of human structures or large bodies of water. |
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10_GOOGLE_LEVEL_The image depicts a landscape featuring a mix of mountainous terrain and green areas. A river or stream appears to wind through the scenery. There are also some small bodies of water visible. The landscape is mostly natural with no evident signs of urban development. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape featuring a mix of green and brown terrain, indicating vegetation and possibly rocky areas. There are several lakes of varying sizes scattered throughout the scene. The terrain appears to be rolling, with some elevation changes visible. There are no discernible man-made structures or urban areas. |
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10_GOOGLE_LEVEL_The satellite image shows a mountainous terrain with numerous ridges and valleys. Some areas appear to have sparse vegetation, while others are predominantly rocky or bare. A river or stream is visible, winding through the landscape. There are a few small bodies of water scattered throughout the scene. |
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10_GOOGLE_LEVEL_The satellite image displays a mountainous terrain with scattered patches of vegetation. There are several dark spots indicative of small bodies of water or lakes. The area appears to be largely natural with no visible urban development. The image showcases a varied landscape with some areas covered in green, possibly forested or grassy regions, and other areas exhibiting rocky or barren features. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by a mix of grassy terrain with areas of exposed rock. It features a large number of small, scattered dark patches, which are likely bodies of water such as lakes or ponds. There are visible streams or rivers running through the area, creating winding lines that intersect the landscape. The overall scene appears to be largely undeveloped with no visible urban structures. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape with a mix of green vegetation and exposed rocky areas. There are patches of lighter-colored terrain interspersed with the greener regions, indicating rocky or barren ground. Some linear features that may be natural formations, such as streams or small rivers, are visible, running across the landscape. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain. There are areas of green vegetation, rocky surfaces, and some patches of snow. A network of narrow, dark green lines suggests the presence of rivers or streams. The scene is characterized by natural landforms with varying elevations. |
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10_GOOGLE_LEVEL_This satellite image shows a rugged, mountainous terrain with visible ridges and valleys. There is a body of water on the right side of the image, with the land near the water appearing less steep. The landscape primarily consists of natural features with sparse vegetation. |
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10_GOOGLE_LEVEL_This satellite image shows a coastal region. The left side features a rugged, mountainous terrain with sparse vegetation. The right side of the image displays a body of water, likely an ocean or a large lake, with a clear demarcation between land and water. There are also several small, dark-colored water bodies inland. |
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10_GOOGLE_LEVEL_The satellite image shows a coastal region with a landscape transitioning from land to sea. The land area appears greenish-brown, indicating vegetation and possibly patches of open soil. Some darker spots are visible, which may be water bodies or shadowed areas. The coastline is clearly defined, with the land meeting a body of water at the right side of the image. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape dominated by brown terrain with scattered patches of darker areas. There are a few small, irregularly shaped bodies of water dispersed throughout the scene. Linear features indicate the presence of natural formations or watercourses. Vegetation appears sparse. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by a mixture of irregularly shaped green and brown areas. A notable feature is a large, murky green water body located in the upper left corner. The terrain appears to be dotted with numerous smaller water bodies or ponds, varying in size and shape. Overall, the scene represents a mix of water bodies and land, typical of a natural or undeveloped area. |
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10_GOOGLE_LEVEL_The satellite image displays a coastal area with an adjacent body of water. The land appears to have a generally uniform, brownish terrain with sparse vegetation and minimal visible features. The coastline is irregular, and the water is dark blue, indicating a contrast between the land and sea. There are a few patches of darker and lighter tones on the land, but no distinct structures or heavily wooded areas are visible. |
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10_GOOGLE_LEVEL_This satellite image shows a coastal area with a shoreline at the top. The terrain is mountainous with visible ridges and valleys. There are also some linear features, likely roads, running through the landscape. |
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10_GOOGLE_LEVEL_The satellite image shows a rugged terrain characterized by a network of intersecting valleys and ridges. There are visible erosion patterns and sparse vegetation across the landscape. The area appears to be natural, with no apparent man-made structures. |
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10_GOOGLE_LEVEL_The scene is a mountainous or hilly terrain with varying elevations. A river or stream flows diagonally through the image, bordered by lighter-colored areas, likely indicating sediment or different vegetation along the watercourse. There are patches of green areas indicating vegetation coverage across the landscape. The overall appearance suggests natural, rugged terrain. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape with a mix of green and brown areas. The green areas appear to be vegetation, while the brown areas may indicate either bare soil or less vegetated regions. There are also several visible linear features that could be natural formations. The overall scene suggests a varied terrain. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape with a mix of green and brown areas. There are natural formations such as hills or small mountains and apparent drainage patterns indicating the presence of rivers or streams. Vegetation appears to be spread unevenly across the area. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by greenish terrain with scattered dark patches and faint line patterns that resemble rivulets or drainage systems. Vegetation appears sparse and the region looks relatively flat. Certain areas show more concentrated green hues, possibly indicating denser vegetation or vegetation clusters. |
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10_GOOGLE_LEVEL_The satellite image displays a terrain dominated by numerous dark and light patches. The scene primarily consists of various-sized bodies of water or ponds scattered irregularly across a greenish-brown landscape. The terrain appears to be relatively flat with irregular patterns and no discernible human-made structures. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape with a prominent winding river or stream. The surrounding area appears to be predominantly green, indicating vegetation or grassland. There are a few dark patches scattered around, possibly indicating small bodies of water. Rugged terrain is visible, with variations in elevation. |
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10_GOOGLE_LEVEL_This satellite image displays a rugged terrain with a mix of barren land and patches of greenery. There are varying elevations and formations, with visible ridges and valleys. The scene appears to be a natural landscape with no visible human-made structures. |
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10_GOOGLE_LEVEL_The satellite image shows a natural landscape characterized by green vegetation and areas of bare soil. A network of winding, light-colored lines suggests the presence of a river or stream system cutting through the terrain. The land appears to have a mixture of rocky and grassy regions, with no apparent human-made structures visible. The overall scene is a rural, undeveloped area. |
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10_GOOGLE_LEVEL_The satellite image shows a rugged terrain with a network of green areas, likely representing vegetation or grasslands, interspersed with rocky or barren regions. A prominent linear feature, probably a river or stream, runs diagonally from the top center to the bottom left of the image. The landscape appears to have a mix of flat and hilly areas. |
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10_GOOGLE_LEVEL_The satellite image depicts a predominantly green landscape with visible land features. A network of lighter lines suggests the presence of roads or paths. Some scattered areas of white likely indicate cloud cover. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape with a mix of green and brown areas. The green areas suggest vegetation or grasslands, while the brown areas are likely barren land or dry terrain. There is a network of meandering lines, potentially indicating rivers or streams, crossing through the landscape. The terrain appears to be hilly or mountainous, with varying elevations. |
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10_GOOGLE_LEVEL_The satellite image depicts a vast expanse of land primarily characterized by a natural landscape. There are noticeable features such as a network of branching streams or gullies, patches of vegetation, and a few scattered dark spots suggesting bodies of water or shadows. The left side of the image shows more concentrated green areas, possibly denser vegetation or slightly different terrain. Overall, the scene is predominantly natural with no visible man-made structures. |
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10_GOOGLE_LEVEL_This is a satellite image depicting a landscape with a mix of patchy green areas and winding water bodies. The land appears to be mostly covered with vegetation, while the water bodies create irregular patterns across the scene. There are several dark and light patches, indicative of different terrain or possibly bodies of water. The overall scene suggests a natural environment with varied topography. |
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10_GOOGLE_LEVEL_The satellite image depicts a predominantly green landscape with various natural features. There are several dark patches that may represent bodies of water or dense vegetation. The image also shows lighter areas, possibly indicating elevation changes or different types of vegetation. Various undulating patterns suggest the presence of valleys, hills, or ridges throughout the scene. |
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10_GOOGLE_LEVEL_The satellite image shows a predominantly green landscape with scattered dark patches, likely representing bodies of water. There is also a noticeable green strip running through the right part of the image, which appears to be a river or vegetative area. The overall terrain appears to be a mix of flat and slightly irregular areas. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape predominantly covered with green vegetation, indicating natural terrain or agricultural areas. There are dark patches scattered across the scene, possibly indicating areas of water or dense vegetation. An uneven distribution of green tones suggests variations in vegetation density. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape predominantly covered with green vegetation. There is a noticeable presence of clouds in the lower central part of the image. Patches of darker areas, likely denser forests or elevations, are scattered throughout the scene. Some water bodies in various locations are also visible. The terrain appears to be varied, with areas of different elevations and possible ridgelines. No urban or man-made structures are visible. |
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10_GOOGLE_LEVEL_The satellite image shows a predominantly green landscape, characterized by a mix of dense forested areas and open terrain. Several elongated and irregular patches of exposed soil or rock are visible, cutting through the greenery, which likely indicates natural formations or land clearings. Two small dark spots that could be lakes or ponds are present. The landscape is generally undulating with visible variations in elevation. |
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10_GOOGLE_LEVEL_This satellite image depicts a mountainous terrain with scattered peaks and ridges. Predominantly green areas likely indicate vegetation, while the brownish areas signify rocky or less vegetated regions. The landscape is uneven and rugged, characteristic of a mountainous region. Some meandering lines at the bottom of the image may be rivers or stream channels. |
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10_GOOGLE_LEVEL_The image shows a mountainous terrain with prominent ridges and valleys. The landscape features a mixture of brown and green areas, indicating a combination of bare ground and vegetation. There are several snow patches scattered across the landscape. The topography dominates the scene, with the ridges creating a pattern of parallel lines and the valleys running between them. |
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10_GOOGLE_LEVEL_The image depicts a mountainous region with visible peaks and ridges. Snow-covered areas are present on some of the higher elevations. The landscape exhibits a combination of rocky terrain and green vegetation, especially in the lower regions. Several darker areas, possibly indicating bodies of water or shadowed regions, are scattered throughout the scene. |
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10_GOOGLE_LEVEL_The satellite image displays a coastal region with rugged, mountainous terrain. The area features green and brown landmasses with snow-capped peaks and several valleys. There is a body of water extending between the landmasses, creating a fjord-like appearance. An artificial structure, possibly a runway, is visible along the coastline. |
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10_GOOGLE_LEVEL_The image shows a mountainous region with dense green vegetation covering the rugged terrain. Numerous ridges and valleys are distinctly visible, with some lighter green and brown patches indicating variation in the vegetation or terrain. There are some small winding pathways or roads cutting through the landscape, especially on the right side of the image. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain with a series of ridges and valleys. The area is predominantly covered in dense green vegetation. There is a river winding through the valleys. The landscape shows the natural contour and elevation variation typical of a rugged, forested region. |
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10_GOOGLE_LEVEL_This satellite image depicts a mountainous region with a river running through it. The landscape includes vegetated areas, valleys, and patches of agricultural land. |
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10_GOOGLE_LEVEL_The satellite image displays a coastal scene featuring a body of water adjacent to land. The coastline appears to be relatively straight. The land area shows variations in terrain with visible paths or natural formations extending from inland areas towards the coast. The overall color of the land suggests a natural, possibly unvegetated environment. |
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10_GOOGLE_LEVEL_This satellite image shows a mountainous terrain with ridges and valleys. The area features several streams running through the valleys, with the lower elevations appearing more vegetated, indicated by green areas. The higher elevations and ridges are more barren, displaying brown and gray hues. There are no visible urban structures or significant water bodies. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape with a mix of green and brown areas, indicating vegetation and bare ground or different types of land cover. There are various lighter and darker patches throughout the scene, suggesting variations in terrain or vegetation density. There are no obvious man-made structures visible. |
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10_GOOGLE_LEVEL_This satellite image shows a landscape with a large, winding river or stream running through the center. The surrounding areas appear to be predominantly green, suggesting vegetation or grassland. There are some darker patches that could indicate denser vegetative areas or shadows. The overall terrain seems to include slight variations in elevation. No significant man-made structures or other notable features are visible. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape characterized by a mix of darker and lighter patches. The terrain appears to have multiple irregularly shaped dark spots scattered across the area, likely natural depressions or water bodies. Surrounding these patches, the land exhibits various shades of green, possibly indicating vegetation. There are no apparent man-made structures or distinct features visible. |
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10_GOOGLE_LEVEL_The satellite image displays a terrestrial landscape with primarily greenish-brown terrain. There are light-colored, irregularly shaped areas in the top-right section, resembling possibly elevated or rougher terrain. Small, dark patches are scattered throughout the image. The scene lacks any discernible man-made structures or clear vegetative patterns. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by hilly or mountainous terrain with a prominent winding natural formation, likely a river or stream, running diagonally across. The area appears predominantly green, indicating vegetation. |
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10_GOOGLE_LEVEL_The satellite image shows a predominantly natural landscape with patches of greenery spread across the area. There are some lighter colored regions that may indicate different types of terrain or vegetation. There are also linear features that appear to be natural formations, such as ridges or valleys. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain characterized by rugged, rocky surfaces and varying elevations. There are visible patches of green vegetation interspersed among the rocky outcrops. The scene includes winding paths or trails traversing the area. |
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10_GOOGLE_LEVEL_The satellite image shows a body of water situated in the upper part of the frame surrounded by a predominantly green and brown landmass. The land features a mix of vegetation and terrain variations, which include patches of what appear to be rocky or elevated areas. There is a notable boundary separating the water from the land. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape primarily consisting of green terrain with some brownish patches that could indicate varied ground cover or elevation. There are several natural features, such as meandering lines suggestive of waterways, along with irregularly distributed areas of exposed ground. The scene seems to be a combination of vegetated areas and possibly rocky or barren land. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain with prominent ridges and valleys. There are winding river courses running through the landscape, with areas of both dense and sparse vegetation. The scene includes a variety of elevations and natural land formations. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape primarily covered with vegetation, likely forested or densely vegetated land. There are variations in color, indicating different types of vegetation or terrain. Some patches appear lighter, which could represent sparse vegetation or natural clearings. A few indistinct lines may indicate natural formations like rivers or trails. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape with a mix of green and brown areas, indicating regions of vegetation and sparse vegetation or bare soil. There are some visible patches of greenery, likely indicating forested or grass-covered regions. The terrain appears to be undulating, with visible hills and valleys. A river or stream is visible on the right side of the image, meandering through the landscape. |
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10_GOOGLE_LEVEL_The satellite image shows a predominantly green landscape with various patches of brown. The terrain appears to be irregular, featuring both flatter areas and regions with elevation changes, such as hills or small mountains. There are scattered darker areas that may indicate vegetation or forested regions. There is also a noticeable linear feature running across part of the scene which could be a river or a valley. |
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10_GOOGLE_LEVEL_The image shows a landscape featuring a winding river with adjacent green vegetation running through it. The surrounding area is predominantly brown with scattered patches of green and some dark spots, potentially indicating bodies of water or wetland areas. |
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10_GOOGLE_LEVEL_This satellite image shows a meandering river running through a landscape with scattered water bodies and vegetation. The area appears to feature numerous winding water channels and small lakes or ponds dispersed throughout the green terrain. The scene represents a natural setting, likely a floodplain or wetland. |
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10_GOOGLE_LEVEL_The image depicts a meandering river flowing through a predominantly green landscape. The area surrounding the river contains patches of dark water bodies and possibly wetlands. The terrain appears to have gentle slopes, and the vegetation cover is mostly uniform with various shades of green. There are no visible signs of human infrastructure. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape dominated by varying shades of green and brown, indicating a mix of vegetation and possibly bare ground. There are noticeable ridges or hills, as well as valleys or depressions. Some lighter patches suggest areas with less vegetation or different terrain. The scene appears to be a natural, undisturbed area with no visible urban development or large bodies of water. |
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10_GOOGLE_LEVEL_This is a satellite image depicting a large expanse of land primarily covered in dense green vegetation. The terrain appears to be hilly or mountainous, with variations in elevation visible throughout the image. Patches of lighter-colored areas suggest possibly less vegetated or rocky regions. No artificial structures or water bodies are discernible. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape with a mix of green and brown areas, indicating a combination of vegetation and bare ground or possibly agricultural land. There are also several dark patches which could be bodies of water or shadows. The terrain appears to be undulating with noticeable variations in elevation. |
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10_GOOGLE_LEVEL_This satellite image displays a landscape dominated by green areas, likely representing dense vegetation or forested regions. There are apparent variations in topography, with ridges and valleys visible. Brownish areas are interspersed, potentially indicating sections of exposed ground or less vegetated terrain. The image showcases a natural landscape with a mixture of greenery and brown patches. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by dense green vegetation with a network of rivers, streams, or valleys creating noticeable patterns across the area. The terrain appears to be hilly or mountainous, as suggested by the varying elevations and the presence of ridges. There are no visible urban areas or large water bodies in the scene. |
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10_GOOGLE_LEVEL_The satellite image shows a landscape consisting of predominantly green terrain, which appears to be covered with vegetation. There are several elongated dark patches that might be bodies of water. Meandering lighter lines suggest the presence of rivers or streams. The terrain appears to be varied with some areas showing a more rugged, possibly hilly or mountainous texture. There are a few scattered clouds visible. |
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10_GOOGLE_LEVEL_The satellite image shows a region with a mix of green and brown areas. There are large bodies of water visible towards the upper right and left edges. Some patches of white, likely clouds, are present in the central part of the image, casting shadows on the landscape below. The terrain features both vegetated and barren areas. |
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10_GOOGLE_LEVEL_The satellite image depicts a landscape characterized by a mix of green and brown terrain. Green areas, suggestive of vegetation or forested regions, dominate the left part of the image. Brown areas, likely representing non-vegetated or sparsely vegetated land, are more prevalent in the central and right parts. Some dark spots, indicating bodies of water, are distributed across the scene. The image also shows varying topography with a range of elevations visible through color differences. |
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10_GOOGLE_LEVEL_The satellite image portrays a mountainous terrain with noticeable valleys and ridges. The landscape is predominantly covered in green vegetation, with some bare or sparsely vegetated patches visible. The overall scene suggests a natural, undisturbed environment with no visible urban development or water bodies present. |
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10_GOOGLE_LEVEL_This satellite image shows a rugged terrain with numerous ridges and valleys. The area is predominantly covered with brownish and green hues, indicating a mix of vegetation and exposed earth. There is also some presence of white areas, which could be patches of snow or ice, mainly concentrated in the lower section of the image. The overall landscape is mountainous. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain with visible green valleys and tan to brown ridges. Snow is scattered on some of the higher peaks. The overall landscape consists of rugged, forested highlands interspersed with clearer areas, possibly indicating less dense vegetation or open spaces. |
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10_GOOGLE_LEVEL_The satellite image shows a mountainous region with prominent ridges and valleys. The area is characterized by a mix of rocky and vegetated terrain. Snow is visible on some of the higher peaks. The valleys have a predominance of green, indicative of vegetation or grassland. No large bodies of water or urban developments are visible in the image. |
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10_GOOGLE_LEVEL_The satellite image shows a rugged landscape featuring mountainous terrain with numerous peaks and valleys. The mountainous areas are interspersed with patches of snow. A large body of water, likely a fjord or river, is visible, winding through and around the mountains. The overall scene is natural, with no visible signs of human development or urbanization. |
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10_GOOGLE_LEVEL_The satellite image depicts a coastal landscape. There are areas of rugged terrain with elevation changes and rocky formations along the coastline. Adjacent to the land is a body of water, likely an ocean or large sea, with a clear demarcation between the land and water. The landmass protrudes into the water, creating small peninsulas and inlets. Vegetation appears sparse, and the terrain seems predominantly rocky. |
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10_GOOGLE_LEVEL_The satellite image depicts a coastal scene. On the left side, there is a dark blue body of water, likely the ocean. The coastline stretches vertically through the center, separating the water from the land. To the right, the land area features dense green vegetation with visible variations in color and texture, indicating elevations or forested regions. A thin, light-colored strip runs parallel to the coastline, possibly a road or a strip of beach. |
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10_GOOGLE_LEVEL_The satellite image shows a mountainous region with dense green forest cover and numerous ridges and valleys. The terrain appears heavily vegetated and undulating, with visible variations in elevation and natural formations. No man-made structures or clearings are visible. |
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10_GOOGLE_LEVEL_The image shows a mountainous terrain with multiple ridges and valleys. The area is predominantly covered in vegetation, which appears as green patches, while the ridges and some areas of the valleys have a brownish tint, indicating possibly less vegetation or rocky surfaces. A narrow body of water or river is visible running through some of the valleys. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous region with numerous ridges and valleys. The landscape predominantly features rugged terrain with various peaks and undulating surfaces. Vegetation appears sparsely distributed, with patches of green indicating forested areas amidst the mountainous backdrop. Some areas show lighter shades, possibly indicative of either less vegetation or different types of rock or soil. A river or stream can be observed winding through the valleys. |
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10_GOOGLE_LEVEL_This satellite image depicts a rural landscape featuring extensive agricultural fields arranged in a patchwork pattern. A river runs diagonally through the center of the image, flanked by green and brown fields on both sides. The fields show varying stages of cultivation. There is a small, bright spot near the center of the image that could be a structure or a clearing. Additionally, a darker, more vegetated area is visible towards the left side of the image. |
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10_GOOGLE_LEVEL_The satellite image depicts a coastal region. Along the coastline, there is a clear contrast between the land and the water body. The land area is characterized by a patchwork of agricultural fields or possibly small plots of varied vegetation. A linear feature, likely a road or river, runs across the land near the coast. The water body adjacent to the coastline shows lighter and darker shades, indicating variations in depth or the presence of underwater features. The image mostly consists of agricultural land, coastline, and ocean. |
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10_GOOGLE_LEVEL_The satellite image shows a coastal scene. The upper part of the image depicts a body of water, while the lower part shows land with some visible patches and variations in color. A coastline separates the land from the water. |
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10_GOOGLE_LEVEL_The satellite image depicts a mountainous terrain with a series of ridges and valleys. The area shows variations in elevation, with some sections appearing more rugged and dark, contrasting with flatter and greenish areas. |
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10_GOOGLE_LEVEL_This satellite image depicts a primarily green landscape with various shades of green representing vegetation or grassland. There are several light brown and gray areas indicating elevation changes such as hills or ridges. There is a notable linear feature running diagonally across the image, which could be a river or a road. The terrain appears to be varied, with no obvious urban or water features. |
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10_GOOGLE_LEVEL_The satellite image depicts a primarily green landscape with a prominent white, meandering linear feature running diagonally across the scene from the lower left to upper right. The white feature is surrounded by patches of darker green and brown areas, which may indicate variations in vegetation or terrain. There are also several small, dark spots scattered across the landscape. |
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10_GOOGLE_LEVEL_The image shows a natural landscape with varying terrain. There are distinct geological features, including ridges and valleys, and a prominent winding formation that could be a river or dry stream bed. The coloration suggests a mix of terrains, possibly including rocky areas and vegetation. |
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10_GOOGLE_LEVEL_The image depicts a natural landscape with a mixture of green and brown areas, indicating vegetation and bare ground or rock formations. A prominent feature is a winding linear formation crossing diagonally from the top left to the bottom right, likely to be a river or stream. The terrain appears to be hilly or mountainous. |
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10_GOOGLE_LEVEL_The satellite image shows a mountainous or hilly terrain. The area features a network of ridges and valleys with a combination of green vegetation and exposed soil or rock. There are also visible pathways or narrow clearings that meander through the landscape. |
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10_GOOGLE_LEVEL_This satellite image depicts a landscape featuring green terrain with varying elevations. A river or stream meanders through the center, surrounded by scattered vegetation and patches of exposed ground. There are also a few small, darker areas, possibly indicating bodies of water or shadows. The scene is predominantly natural, with no man-made structures visible. |
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10_GOOGLE_LEVEL_The image depicts a landscape with a mix of vegetation and bare ground. There are several branching patterns throughout the scene, indicating the presence of natural drainage features or dry riverbeds. The top portion of the image appears to have more concentrated vegetation. The scene overall suggests a natural, possibly semi-arid environment. |
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10_GOOGLE_LEVEL_The satellite image depicts a predominantly green terrain with a mixture of rolling hills and rugged terrain. There are noticeable ridges and valleys, and some areas appear more arid or rocky. The vegetation appears to be sparse in certain regions, and a few scattered patches of greenery are visible. |
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10_GOOGLE_LEVEL_The satellite image depicts a rugged, mountainous terrain with visible peaks and valleys. Vegetation appears sparse with patches of greenery interspersed throughout. The landscape primarily consists of natural geological features without any visible human-made structures. |
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10_GOOGLE_LEVEL_This satellite image depicts a primarily green landscape, likely a mixture of vegetation and terrain. Visible are two prominent darker patches, possibly indicating bodies of water or distinct land features. There are also lighter areas that could represent variations in vegetation or land use. The overall scene appears relatively untouched by urban development. |
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10_GOOGLE_LEVEL_The satellite image depicts a largely green landscape with a significant river meandering through the upper portion. There are several patches of darker areas scattered throughout, which may indicate bodies of water or wetlands. The terrain appears to be largely flat. |
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10_GOOGLE_LEVEL_The satellite image depicts a hilly or mountainous terrain with scattered vegetation. The lighter areas appear to be higher elevations or barren land, while the darker green regions indicate more densely vegetated areas. The landscape shows natural formations with varying elevations. |
End of preview. Expand
in Data Studio
The Git-10M dataset is a global-scale remote sensing image-text pair dataset, consisting of over 10 million image-text pairs with geographical locations and resolution information.
Project Page: https://chen-yang-liu.github.io/Text2Earth/
Load Dataset
from modelscope.msdatasets import MsDataset
ds = MsDataset.load('lcybuaa/Git-10M')
View samples from the dataset
from datasets import load_dataset
save_path = 'xxxxx'
ds = load_dataset.load('lcybuaa/Git-10M', cache_dir=save_path)
train_dataset = ds["train"]
for i, example in enumerate(train_dataset):
image = example["image"]
# Text Description
text = example["text"].split('_GOOGLE_LEVEL_)[-1]
# Image Resolution
Level = int(example["text"].split('_GOOGLE_LEVEL_)[0])
if Level != 0:
Resolution = 2**(17-Level)
else:
print('This image comes from a public dataset. There is no available resolution metadata.')
# save image
image.save(f"image_{i}.png") #
print('text:', text)
Git-RSCLIP: Remote Sensing Vision-Language Contrastive Pre-training Foundation Model
Git-RSCLIP is pre-trained using the contrastive learning framework on the Git-10M dataset. Git-RSCLIP is here：[Huggingface | Modelscope]
Compare the Top1-Acc of Zero-shot classification on multiple image classification datasets:
| Method | OPTIMAL31 | RSC11 | RSICB128 | WHURS19 | RS2800/RSSCN7 | CLRS | Average score |
|---|---|---|---|---|---|---|---|
| CLIP | 0.6 | 0.45 | 0.25 | 0.77 | 0.52 | 0.56 | 0.52 |
| RemoteCLIP | 0.82 | 0.67 | 0.34 | 0.93 | 0.52 | 0.66 | 0.65 |
| GeoRSCLIP | 0.83 | 0.67 | 0.35 | 0.89 | 0.63 | 0.69 | 0.68 |
| SkyCLIP50 | 0.77 | 0.60 | 0.38 | 0.78 | 0.55 | 0.61 | 0.62 |
| (Git-RSCLIP) Ours | 0.95 | 0.67 | 0.52 | 0.94 | 0.64 | 0.65 | 0.73 |
CC-BY-NC-ND-4.0 License: This dataset is not allowed to be modified or distributed without authorization!
BibTeX entry and citation info
@misc{liu2025text2earthunlockingtextdrivenremote,
title={Text2Earth: Unlocking Text-driven Remote Sensing Image Generation with a Global-Scale Dataset and a Foundation Model},
author={Chenyang Liu and Keyan Chen and Rui Zhao and Zhengxia Zou and Zhenwei Shi},
year={2025},
eprint={2501.00895},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2501.00895},
}
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