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Mapping rangeland ecosystems vulnerability to Lantana camara invasion in semi-arid savannahs in South Africa 期刊论文
发表期刊: AFRICAN JOURNAL OF ECOLOGY. 出版年: 2022
作者:  Dube, Timothy;  Maluleke, Xivutiso Glenny;  Mutanga, Onisimo
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
environmental variables  invasive plants encroachment  L  camara  Maxent  rangeland ecosystems  semi-arid environments  
Vegetation Mapping in the Permafrost Region: A Case Study on the Central Qinghai-Tibet Plateau 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Zou, Defu;  Zhao, Lin;  Liu, Guangyue;  Du, Erji;  Hu, Guojie;  Li, Zhibin;  Wu, Tonghua;  Wu, Xiaodong;  Chen, Jie
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
vegetation mapping  alpine swamp meadow  random forest  permafrost region  Qinghai-Tibet Plateau  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Predicting soil organic carbon by integrating Landsat 8 OLI, GIS and data mining techniques in semi-arid region 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021
作者:  Akbari, Mohammad;  Goudarzi, Iman;  Tahmoures, Mohammad;  Elveny, Marischa;  Bakhshayeshi, Iman
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/19
Agricultural soils  Data mining methods  Landsat 8 OLI  Semi-arid region  
Modelling lake water's surface changes using environmental and remote sensing data: A case study of lake urmia 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2021, 卷号: 23
作者:  Emami, Hassan;  Zarei, Arastou
收藏  |  浏览/下载：24/0  |  提交时间：2021/11/19
Lake urmia  Water modeling  Water feature index  Landsat  Remote sensing  Semi-arid area  
Estimating water balance components in irrigated agriculture using a combined approach of soil moisture and energy balance monitoring, and numerical modelling 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2021, 卷号: 35, 期号: 3
作者:  Schulz, Stephan;  Becker, Rike;  Richard-Cerda, Juan Carlos;  Usman, Muhammad;  aus der Beek, Tim;  Merz, Ralf;  Schueth, Christoph
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
actual evapotranspiration  ground heat flux  groundwater recharge  Hydrus  irrigation  net radiation  Sentinel‐  2  soil moisture  
A Forecast Model Applied to Monitor Crops Dynamics Using Vegetation Indices (NDVI) 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 4
作者:  Carreno-Conde, Francisco;  Elizabeth Sipols, Ana;  Simon de Blas, Clara;  Mostaza-Colado, David
收藏  |  浏览/下载：21/0  |  提交时间：2021/07/30
forecast model  NDVI  crops  remote sensing  MODIS  weather variables  time series analysis  ARIMAX  
A new modified spatial approach for monitoring non-perennial river water availability using remote sensing in the Tankwa Karoo, Western Cape, South Africa 期刊论文
发表期刊: WATER SA. 出版年: 2021, 卷号: 47, 期号: 3, 页码: 338-346
作者:  Seaton, Dylan;  Dube, Timothy
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
non-perennial rivers  remote sensing  water resource management  semi-arid environments  Sentinel-1 and-2 data  South Africa  synthetic aperture radar (SAR)  
UAV-Thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2021, 卷号: 173, 页码: 221-237
作者:  Das, Sumanta;  Christopher, Jack;  Apan, Armando;  Choudhury, Malini Roy;  Chapman, Scott;  Menzies, Neal W.;  Dang, Yash P.
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Canopy temperature  Plant water stress  Vegetation indices  Agglomerative hierarchical clustering  Wheat genotypes  Sodic soil  
Spatiotemporal Analysis of Vegetation Cover Change in a Large Ephemeral River: Multi-Sensor Fusion of Unmanned Aerial Vehicle (UAV) and Landsat Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 1
作者:  Morgan, Bryn E.;  Chipman, Jonathan W.;  Bolger, Douglas T.;  Dietrich, James T.
收藏  |  浏览/下载：29/0  |  提交时间：2021/03/08
desert hydrology  riparian forest  unmanned aerial vehicles  multi-sensor fusion  fractional vegetation cover  Kuiseb  spatiotemporal patterns