Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Ravirathinam, Praveen, Ghosh, Rahul, Khandelwal, Ankush, Jia, Xiaowei, Mulla, David, Kumar, Vipin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Knowledge Guided Pretraining Approaches for Multimodal Foundation Models: Applications in Remote Sensing
by: Ravirathinam, Praveen, et al.
Published: (2024)
by: Ravirathinam, Praveen, et al.
Published: (2024)
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture
by: Rahimi, Reyhaneh, et al.
Published: (2023)
by: Rahimi, Reyhaneh, et al.
Published: (2023)
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types
by: Soler, Jordi Laguarta, et al.
Published: (2023)
by: Soler, Jordi Laguarta, et al.
Published: (2023)
On the Generalizability of Foundation Models for Crop Type Mapping
by: Chang, Yi-Chia, et al.
Published: (2024)
by: Chang, Yi-Chia, et al.
Published: (2024)
Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series
by: Follath, Theresa, et al.
Published: (2024)
by: Follath, Theresa, et al.
Published: (2024)
California Crop Yield Benchmark: Combining Satellite Image, Climate, Evapotranspiration, and Soil Data Layers for County-Level Yield Forecasting of Over 70 Crops
by: Kamangir, Hamid, et al.
Published: (2025)
by: Kamangir, Hamid, et al.
Published: (2025)
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions
by: Ding, Yuexiong, et al.
Published: (2024)
by: Ding, Yuexiong, et al.
Published: (2024)
DepthCropSeg++: Scaling a Crop Segmentation Foundation Model With Depth-Labeled Data
by: Zhang, Jiafei, et al.
Published: (2026)
by: Zhang, Jiafei, et al.
Published: (2026)
Unifying Physically-Informed Weather Priors in A Single Model for Image Restoration Across Multiple Adverse Weather Conditions
by: Xu, Jiaqi, et al.
Published: (2026)
by: Xu, Jiaqi, et al.
Published: (2026)
Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Environmental Systems
by: Renganathan, Arvind, et al.
Published: (2023)
by: Renganathan, Arvind, et al.
Published: (2023)
MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps
by: Bhat, Sharat, et al.
Published: (2026)
by: Bhat, Sharat, et al.
Published: (2026)
SITSMamba for Crop Classification based on Satellite Image Time Series
by: Qin, Xiaolei, et al.
Published: (2024)
by: Qin, Xiaolei, et al.
Published: (2024)
Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery
by: Zhao, Kui, et al.
Published: (2023)
by: Zhao, Kui, et al.
Published: (2023)
LunarDepthNet: Generation of Digital Elevation Models using Deep Learning and Monocular Satellite Images
by: Aadi, Aaranay, et al.
Published: (2026)
by: Aadi, Aaranay, et al.
Published: (2026)
Mapping Global Floods with 10 Years of Satellite Radar Data
by: Misra, Amit, et al.
Published: (2024)
by: Misra, Amit, et al.
Published: (2024)
FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping
by: Garioud, Anatol, et al.
Published: (2025)
by: Garioud, Anatol, et al.
Published: (2025)
An Efficient Remote Sensing Super Resolution Method Exploring Diffusion Priors and Multi-Modal Constraints for Crop Type Mapping
by: Yang, Songxi, et al.
Published: (2025)
by: Yang, Songxi, et al.
Published: (2025)
Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks
by: Ganguly, Debargha, et al.
Published: (2024)
by: Ganguly, Debargha, et al.
Published: (2024)
Seeing Eye to AI: Comparing Human Gaze and Model Attention in Video Memorability
by: Kumar, Prajneya, et al.
Published: (2023)
by: Kumar, Prajneya, et al.
Published: (2023)
FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing
by: Khandelwal, Anant
Published: (2023)
by: Khandelwal, Anant
Published: (2023)
RePoseDM: Recurrent Pose Alignment and Gradient Guidance for Pose Guided Image Synthesis
by: Khandelwal, Anant
Published: (2023)
by: Khandelwal, Anant
Published: (2023)
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach
by: PS, Kailas, et al.
Published: (2024)
by: PS, Kailas, et al.
Published: (2024)
SatDepth: A Novel Dataset for Satellite Image Matching
by: Deshmukh, Rahul, et al.
Published: (2025)
by: Deshmukh, Rahul, et al.
Published: (2025)
RowDetr: End-to-End Crop Row Detection Using Polynomials
by: Cheppally, Rahul Harsha, et al.
Published: (2024)
by: Cheppally, Rahul Harsha, et al.
Published: (2024)
SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather
by: Palladin, Edoardo, et al.
Published: (2025)
by: Palladin, Edoardo, et al.
Published: (2025)
PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination
by: Khandelwal, Anant
Published: (2024)
by: Khandelwal, Anant
Published: (2024)
WeatherRemover: All-in-one Adverse Weather Removal with Multi-scale Feature Map Compression
by: Qu, Weikai, et al.
Published: (2026)
by: Qu, Weikai, et al.
Published: (2026)
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
by: Liu, Fuyang, et al.
Published: (2025)
by: Liu, Fuyang, et al.
Published: (2025)
Attention-based Multi-modal Deep Learning Model of Spatio-temporal Crop Yield Prediction with Satellite, Soil and Climate Data
by: Shyam, Gopal Krishna, et al.
Published: (2026)
by: Shyam, Gopal Krishna, et al.
Published: (2026)
Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions
by: Burange, Rahul A., et al.
Published: (2025)
by: Burange, Rahul A., et al.
Published: (2025)
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models
by: Perantoni, Gianmarco, et al.
Published: (2025)
by: Perantoni, Gianmarco, et al.
Published: (2025)
RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection
by: De Marinis, Pasquale, et al.
Published: (2024)
by: De Marinis, Pasquale, et al.
Published: (2024)
FlexiClip: Locality-Preserving Free-Form Character Animation
by: Khandelwal, Anant
Published: (2025)
by: Khandelwal, Anant
Published: (2025)
Landslide Hazard Mapping with Geospatial Foundation Models: Geographical Generalizability, Data Scarcity, and Band Adaptability
by: Li, Wenwen, et al.
Published: (2025)
by: Li, Wenwen, et al.
Published: (2025)
A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation
by: Scarlat, Alexandra Nicoleta, et al.
Published: (2026)
by: Scarlat, Alexandra Nicoleta, et al.
Published: (2026)
LRD-Net: A Lightweight Real-Centered Detection Network for Cross-Domain Face Forgery Detection
by: Zhang, Xuecen, et al.
Published: (2026)
by: Zhang, Xuecen, et al.
Published: (2026)
Image Processing Based Forest Fire Detection
by: V, Vipin
Published: (2024)
by: V, Vipin
Published: (2024)
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping
by: Najjar, Hiba, et al.
Published: (2024)
by: Najjar, Hiba, et al.
Published: (2024)
Benchmarking for Practice: Few-Shot Time-Series Crop-Type Classification on the EuroCropsML Dataset
by: Reuss, Joana, et al.
Published: (2025)
by: Reuss, Joana, et al.
Published: (2025)
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
by: Xu, Jiaqi, et al.
Published: (2024)
by: Xu, Jiaqi, et al.
Published: (2024)
Similar Items
-
Towards Knowledge Guided Pretraining Approaches for Multimodal Foundation Models: Applications in Remote Sensing
by: Ravirathinam, Praveen, et al.
Published: (2024) -
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture
by: Rahimi, Reyhaneh, et al.
Published: (2023) -
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types
by: Soler, Jordi Laguarta, et al.
Published: (2023) -
On the Generalizability of Foundation Models for Crop Type Mapping
by: Chang, Yi-Chia, et al.
Published: (2024) -
Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series
by: Follath, Theresa, et al.
Published: (2024)