Wet-Season Floods Along the Mekong River: Image of the Day
Notice bibliographique
Résumé
August is often a critical time for the annual build-up of monsoon floods in Southeast Asia. In 2006, heavy August rainfall in parts of Laos, Cambodia, Thailand, and Vietnam sharply increased the water levels of the Mekong River and its tributaries, giving rise to the beginning of the floods that annually fill the vast floodplains of the lower Mekong basin. These RADARSAT-1 satellite images show the flood in progress. The top image shows the floodplains of the lower Mekong basin near Cambodia's capital, Phnom Pehn, and surrounding upland areas on August 28, 2006. (The large images show most of the lower Mekong basin.) The black-and-white image clearly reveals the flooded areas, which are very dark. When a radar sends a pulse of energy toward the Earth's surface, the beam can be absorbed or reflected like a mirror (''backscattered'') to the sensor, depending on the type of surface below. Water absorbs most of the radar energy, so it appears dark in the images; other land cover types backscatter the radar signal, and these surfaces appear brighter. Drier, upland areas surrounding the floodplain appear in shades of gray, while the brightest point of all is the developed area of Phnom Pehn, near the lower left edge of the image. The middle image, by contrast, shows the same region on March 13, 2006, during the dry season. In this image, the river is little more than a thin black line surrounded by dry land. Note that neither image contains clouds because radar, unlike visible light, passes through clouds. The ability to ''see through'' clouds and to produce images with high levels of contrast between land and water makes spaceborne imaging radar especially useful in monitoring floods. The lower image shows a flood map in which areas that were flooded on August 28, but dry on March 13 are blue. On August 28, the peak of the upstream August rainfall event had already occurred, and river gauges deployed at various points along the course of the Mekong recorded the increase in water levels as a result of the runoff. At that time, the gauges at Chau Doc and Tan Chau at the border between Cambodia and Vietnam indicated that water levels exceeded the 3-meter warning level by about 50 centimeters, but had not reached the flood level of 4.2 meters. (The latest flood information is found in the bulletin of the ffw.mrcmekong.org/south.htm Mekong River Commission. ) The actual water level on August 28 remained well within the bounds of the wide range of water levels that have occurred in the past during very dry or extreme flood years, such as earthobservatory.nasa.gov/Newsroom/NewImages/images.php3?img_id=4199 2000. RADARSAT-1, which is operated by the Canadian Space Agency in cooperation with MDA Corporation, planned to monitor the flood situation along the lower Mekong during the month of September, when the monsoon floods reach their peak. Over the past decade, satellite sensors such as NASA's Landsat Thematic Mapper, the Moderate Resolution Imaging Spectroradiometer modis.gsfc.nasa.gov (MODIS) on NASA's terra.nasa.gov Terra and aqua.nasa.gov Aqua satellites, and RADARSAT-1 have become important tools for monitoring the monsoon floods in Southeast Asia. (See www.mrcmekong.org/MfS/index.html Mekong From Space to learn more.) The Canadian RADARSAT-1 satellite is playing a particularly important role because of its ability to see through clouds associated with the monsoon rains. Since 1999, RADARSAT has been the mainstay for organizations like the Mekong River Commission, which uses the images to map the extent of the annual floods, adding to the information from river gauges and flood models. ffw.mrcmekong.org/south.htm Mekong River Commission, for current information about the Mekong River floods. www.mrcmekong.org/MfS/index.html Mekong From Space, shows how satellites are being used to monitor floods in Southeast Asia. For more detail about the individual satellites being used to monitor the Mekong floods, see www.mrcmekong.org/MfS/html/satellite_sensor_home.html Mekong from Space, Satellite/Sensor Cards.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,091 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; les deux têtes enseignantes s’accordent sur ce qui est montré ici.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».