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            β
 HOW MUCH AZ AGRICULTURE CAN SAVE ON WATER?  β
If you were ever interested in understanding how much water saving can be had from Arizona agriculture without changing production. See our new da...
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                29.10.2025 20:25 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 PAPER INTRODUCING THE IDEA OF ATTAINABLE SOC  AND DEFICITS AT CONTINENTAL SCALE. β
Our latest paper, introducing the concept of data-driven attainable carbon, is now online: "
Estimating soil organic carbon deficits a...
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                30.09.2025 21:03 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 DETECTING SALINITY FROM UAS IMAGERY...IT CAN BE DONE BUT NEED CAREFUL CONSIDERATION β
Our latest paper helps decipher salinity from UAV multispectral imagery
Deen Dayal, Santosh S. Palmate, Eric D. Luera, Girisha K. Ga...
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                23.08.2025 17:14 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 FINALLY A TRANSBOUNDARY CROP AND LANDUSE LANDCOVER MAP FOR RIO GRANDE REGION NEAR EL PASO β
It was a long time coming. Congratulations to Saman on seeing this through!
https://www.nature.com/articles/s41597-025-05771-...
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                22.08.2025 04:23 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            β
 TMDL PAPER FEATURED BY ASCE β
Our paper,
Rethinking TMDLs: Perspective Based on Community Survey,
was featured in ASCE Civil Engineering Source Magazine, "
Reluctance to use the EPAβs total maximum da...
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                06.08.2025 19:12 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 OUR STUDY ON BROAD ANALYSIS OF POLLUTION MITIGATION MEASURES IN US PUBLISHED β
This was a long time coming! Check it out at
https://ascelibrary.org/doi/10.1061/JOEEDU.EEENG-8206
it describes the analysis behind our app
https://nmde.waterdm...
πWaterDMD Post 
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                11.07.2025 14:05 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 EWRI 2025 AT ANCHORAGE WAS FUN !! β
Three great presentations and one workshop. EWRI 2025 was great. It helped, it was in Alaska! Β Here are more pics
https://photos.app.goo.gl/iuUxUEAN2xH8fWsSA
πWaterDMD Post 
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                26.05.2025 22:11 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 CONGRATULATIONS KSHITIJ β
Congratulations Kshitij on getting the 2024 outstanding reviewer award for Earth Future.... Awesome π
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                16.05.2025 02:50 β π 1    π 1    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 SPRING πΌ 2025 IN THE BOOKS β
End-of-semester dinner with the best team! Hereβs to progress, papers, and plenty of wings.
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                14.05.2025 03:06 β π 1    π 1    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 THE HIMALAYAN TIME COVERS OUR WORK! β
"Wildfire Season has begun, but the worst is yet to come" uses our data, see
https://thehimalayantimes.com/nepal/wildfire-season-has-begun-but-the-worst-is-yet-to-come
Origin...
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                17.03.2025 15:50 β π 1    π 1    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 TEACHING HOW TO CONVERT RAW DN IMAGES TO REFLECTANCE WITH HYSPEX RAD β
πWaterDMD Post 
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                06.03.2025 17:45 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 A NEW PAPER COMPARING VARIOUS SEMANTIC SEGMENTATION METHODS FOR LAND USE CLASSIFICATION β
Finally our paper on land use land cover classification methods comparision is out. Great job Saman!
see
https://doi.org/10.1016/j.rsase.2025.101505
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                25.02.2025 21:33 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 ENJOYED ASU OPEN DOOR β
The group has fun at ASU Open Doors event today. Thanks everyone for volunteering!
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                23.02.2025 01:23 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 A PAPER THAT INTRODUCES A NEW METHOD FOR UNDERSTANDING SOIL ORGANIC CARBON CHANGES THROUGH DATA-DRIVEN MODELS β
Check out or lab's latest paper titled
Temporal adjustment approach for high-resoluti...
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                22.02.2025 14:21 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 HYPERSPECTRAL IMAGING IN LAB β
πWaterDMD Post 
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                21.02.2025 21:06 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 ON NEPAL'S CARBON STOCK AND BIODIVERSITY β
Group's new paper ... Congrats Kshitij.
https://doi.org/10.1016/j.infgeo.2025.100003
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                20.02.2025 19:19 β π 1    π 2    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            β
 WHAT HELPS TO DETECT WHAT?  NEW EXPLAINABLE AI PAPER  β
Check out our new paper (led by Saman !) that proposes two explainable AI frameworks, Interclass-Grad-CAM and Spectral-Grad-CAM, developed t...
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                24.01.2025 18:52 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 THE GROUP GETS TOGETHER WITH FAMILY AND FRIENDS FOR THANKSGIVING π½οΈ π¦ β
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                29.11.2024 19:09 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 WE ARE POSTING ON BLUESKY!! β
Glad to be here
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                23.11.2024 04:29 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 ANTONIO'S FURI PROJECT RECOGNITION  β
Antonio's awesome project on understanding national water quality was recognized by FSE.
https://forge.engineering.asu.edu/participant/blair-antonio/
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                23.11.2024 03:55 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 SAURAV NAMED A ACADEMIC INNOVATOR BY FSE β
https://lth.engineering.asu.edu/2024/10/academic-innovators-saurav-kumar/
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 FIELD WORK: SETTING UP OUR EQUIPMENT β
πWaterDMD Post 
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 BOOTH AT SOUTHWEST ROBOTICS SYMPOSIUM 2024 π WHAT A DAY! π β
We had a blast showcasing our latest "research toys" (aka cutting-edge tech tools) at our booth! From agile d...
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 TEACHING AERIAL IMAGE PROCESSING USING AGISOFT METASHAPE β
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 OUTSTANDING POSTER AWARD FOR WATERDMD STUDENT AT ASU FLOW 2024! β
Kshitij, a PhD student in our group, has been awarded the Outstanding Poster Presentation Award at the ASU Flow 2024 conferen...
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                23.11.2024 03:55 β π 0    π 1    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 TEACHING AERIAL IMAGE PROCESSING USING PIX4DMAPPER β
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 NEW PAPER ON HOW AERIAL IMAGING CAN REVEAL UNOBSERVABLE SOIL DYNAMICS β
It has been suggested that data assimilation using aerial imaging can help us understand phenomena that are otherwise unobservable.
This paper pr...
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                23.11.2024 03:55 β π 0    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 3D PRINTER IN ACTION PRINTING THE LANDSAT STELLA SENSOR HOUSING β
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                23.11.2024 03:54 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                 
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            β
 CONAHCYT SCHOLARSHIP AWARDED TO WATERDMD STUDENT! β
Raquel, a PhD student in the WaterDMD group, has been awarded the CONACyT Scholarship for Graduate Studies Abroad. This prestigious scholarship is granted by the...
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                23.11.2024 03:54 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
            
    
    
            β
 THE UAS WITH VS620 PAYLOAD β
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                23.11.2024 03:54 β π 0    π 0    π¬ 0    π 0