Precision Agriculture

Momentum

23 papers in the last four weeks, up 130% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28

Latest papers 120

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  1. Determining Vertical Displacement of Agricultural Areas Using UAV-Photogrammetry and a Heteroscedastic Deep Learning Model

    Sep 30, 2026Wojciech Gruszczyński, Edyta Puniach, Paweł Ćwiąkała +1U-NetPrecision Agriculture

  2. An Input-Frugal Deep Learning Framework for Weather-Driven National Crop-Yield Forecasting: A Case Study of Brazilian Soybean

    Sep 29, 2026Fernando Dupin da Cunha Mello, Prashant Kumar, Erick G. Sperandio NascimentoAgricultural PredictionPrecision Agriculture

  3. Can Generative AI Automate Data Extraction for Meta-Analysis? A Case Study on Intercropping Research

    Sep 28, 2026Zehao Lu, Xingguo Xiong, Wopke van der Werf +2Research AutomationPrecision Agriculture

  4. A Multi-Dataset Benchmark of YOLO-Based Weed Detection in Precision Agriculture

    Sep 27, 2026Hristina Zdraveska, Vlatko Spasev, Ivica Dimitrovski +2Leaf Disease ClassificationYolo26

  5. AgriCountDINO: Parameter-Efficient Exemplar-Guided Counting and Localization in Agriculture

    Sep 24, 2026Shengjie Guo, Xin Li, Borjana Arsova +2CountingObject Localization

  6. Two Global Crops Suffice: Locating Semantic Emergence in DINO-Style Self-Supervised Learning

    Sep 23, 2026Basavaraj Sunagad, Artur Jesslen, Adam KortylewskiSelf-Supervised LearningDino

  7. From greenhouse climate to individual leaves: an organ-resolved model of lettuce growth

    Sep 22, 2026Md Hasibur Rahman, Faraz Ahmed, Hafiz Muhammad Bilal +3Mediterranean GreenhousesNormalized Difference Vegetation Index

  8. Semantic SLAM in Precision Agriculture using Bayesian Inference

    Sep 17, 2026Ruben Beumer, Sander Doodeman, René van de Molengraft +1Simultaneous Localization And MappingAgricultural Robotics

  9. Learning Principal-Agent Contracts for Equitable Smallholder Carbon Farming under Moral Hazard and Adverse Selection

    Sep 17, 2026Rishi Bharadwaj, Yadati NarahariContractsPrecision Agriculture

  10. AgriScope: Pixel-Grounded Multimodal Understanding for Agricultural Images

    Sep 17, 2026Abderrahmene Boudiaf, Mohamad Alanssari, Irfan Hussain +1Precision AgricultureMultimodal Understanding

  11. MCLC-NET: Multimodal Continual Learning for Leaf Counting

    Sep 16, 2026Ruchi Bhatt, Pratibha Kumari, Shreya Bansal +3Amodal SegmentationPrecision Agriculture

  12. SPROUT: The Open-Source Soft Growing Robot for Search and Rescue

    Sep 15, 2026Antonio Alvarez Valdivia, Ciera McFarland, Robert Reeve +5Soft RoboticsRobot Systems

  13. Evaluating Mesh Reconstruction Methods for Crop Phenotyping

    Sep 15, 2026Karanvir Singh, Theo Morales, Binh-Son Hua +13D ReconstructionTomato Diseases

  14. Multisource Remote Sensing and Geospatial Analysis of Vineyard Wildfire Impacts and Resilience: The 2019 Kincade Fire

    Sep 14, 2026Parastoo Farajpoor, Mahla Ardebili Pour, Mohammad Bagher Ghiasi +1WildfirePrecision Agriculture

  15. Tracking the Ground: Online Lidar Identification of Robot-Induced Soil Deformation in Agricultural Environments

    Sep 14, 2026Tom Montagnon, Johann Laconte, Benoit Thuilot +2SoilLidar

  16. EgoMaize: A First-Person Maize Instance Segmentation Benchmark under Severe Field Occlusion

    Sep 14, 2026Jiayi Li, Zihan Zhang, Erhankang Yan +4Precision AgricultureOcclusion

  17. When Ground-Truth Fidelity Matters: An Orchestrated UAS Framework for Wheat Streak Mosaic Virus Detection Using Vision Transformers and Machine Learning

    Sep 14, 2026Dewi Endah Kharismawati, Sandeep Dhakal, Courtney E. McCusker +3Precision AgricultureSirus

  18. AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification

    Sep 9, 2026Md. Abdullah Mandal, Saad Ahmed, Md. Khalid SyfullahLeaf Disease ClassificationPrecision Agriculture

  19. Continual Field-Adaptive Models (CFAMs) for Post-Deployment Physical AI

    Sep 3, 2026Amarjot Singh, Tanmay R. Pancholi, Jainam Kothari +7Embodied Artificial IntelligenceArtificial Intelligence Deployment

  20. Corner Cases: Headland Coverage Path Planning for Autonomous Driving in Arable Farming

    Sep 3, 2026Riikka Soitinaho, Timo OksanenPath PlanningPrecision Agriculture

  21. Concept of a Sensor Test Environment for Dusty Agricultural Conditions

    Sep 3, 2026Peter Buckel, Johannes Hermann, Jonas Wollmann +2Precision AgricultureAgricultural Robotics

  22. Automated Maize Ear Phenotyping Using 3D Reconstructions

    Sep 1, 2026Ritwesh A. Kumar, Som Tripathi, Peja Matthews +5Precision AgriculturePoint Clouds

  23. Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations

    Aug 31, 2026Ao Qu, Panagiotis Michelakis, Linyuan Han +8Precision Agriculture

  24. A Remote Approach to Cashew Orchard Detection: Leveraging Active Learning with Satellite Imagery in Guinea-Bissau

    Aug 12, 2026Miguel, Sofia, Maria +3Forest BiomassSatellite Imagery

  25. A Comparative Evaluation of Deep Learning Object Detection Models on a Real-World Multi-Plant Dataset from Africa

    Aug 11, 2026Ismail Ismail Tijjani, Sunusi Muhammad Ibrahim, Amina Ibrahim Khaleel +5Yolo26Leaf Disease Classification

  26. One-Time Training for All Grains: Open-Set Grain Recognition and Quantitative Analysis

    Aug 10, 2026Qihe Su, Mengyu Sun, Yuxi Ke +4Precision AgricultureFine-Grained Perception

  27. AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining

    Aug 8, 2026Vasileios Tzouras, Paraskevas Pegios, Lazaros NalpantidisPrecision AgricultureComputer Vision

  28. Hybrid Machine Learning Framework for Herd-Level Cattle Growth Pattern and Weight Gain Forecasting in Grazing-Based Production Systems

    Aug 6, 2026Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath +2Short-Horizon ForecastingPrecision Agriculture

  29. Global Attention-Fused Image Cropping with Attention-Guided and Global-Aligned Crop Evaluator

    Aug 5, 2026Haotian Yang, Zhile Yang, Kin-Man Lam +2CroppingInpainting

  30. Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms

    Aug 4, 2026Deckshitha Angadi, Koteshwar Goud Surga, Nagaraju Lakkaraju +6Leaf Disease ClassificationTomato Diseases

  31. ArtECulture: Benchmarking Culture-Conditioned Visual Emotion Understanding in Multimodal Large Language Models

    Aug 4, 2026Xiaolin Chen, Xuemeng Song, Wenhao Shi +3Emotion RecognitionMultimodal Large Language Models

  32. UAV3DCrop: Benchmarking 3D Reconstruction in Repeated Multi-Angle UAV Crop Surveys

    Aug 3, 2026Junxiong Zhou, Xuechen Li, Chonghao Qiu +11Agricultural Monitoring3D Reconstruction

  33. Safety-Aware Cascaded Inference for Crop Damage Assessment with Controlled Error Trade-offs

    Jul 28, 2026José Thiéry Messigbédé Hagbe, Gani Kawsar Gounou, Songbian Karim ZiméPost-Disaster Damage AssessmentPrecision Agriculture

  34. Embeddings based Anomaly Detection for Cleaning Global Crop Type Reference Datasets

    Jul 27, 2026Syed Roshaan Ali Shah, Kristof Van Tricht, Christina Butsko +2Agricultural MonitoringGraph Anomaly Detection

  35. Perturbation-Aware Diffusion-Guided Hybrid Segmentation for Robust and Annotation-Efficient Plant Stress Phenotyping

    Jul 26, 2026Gurbhit Chaurakoti, Soumyashree KarSemantic SegmentationTomato Diseases

  36. Farmland Extent and Visible Boundary Mapping from 1 m NAIP Imagery Using Residual U-Net and Text-Prompted SAM 3 Refinement

    Jul 24, 2026Mohammadreza Narimani, Vikram Anand, Parastoo FarajpoorAgricultural MonitoringPrecision Agriculture

  37. Forecasting the Number of Harvest-ready Fruits of Sweet Peppers Using Multimodal Time-Series Data

    Jul 22, 2026Enrico Pallotta, Mohamed Farag, Esra Guclu +3Agricultural PredictionFruit

  38. Early Yield Prediction for Sugar Beet Fields using Satellite Data -- Learnings from Specialized Vision Transformers

    Jul 20, 2026Philipp Vaeth, Bhumika Laxman Sadbhave, Denise Dejon +2Agricultural PredictionAgricultural Monitoring

  39. WeedExpert-R1: Incentivizing Botanical Reasoning in MLLMs with Reinforcement Learning for Precision Weed Grounding

    Jul 17, 2026Zonglin Yang, Wei-Zhen Liang, Nevin Lawrence +4Precision AgricultureMultimodal Large Language Models

  40. From Draft to Draft-Free: One-Step Video Object Removal via Privileged Distillation and Fast Planting

    Jul 16, 2026Zizhao Chen, Ping Wei, Guang Dai +2Video Object RemovalDrafts

  41. Pezego-HITL: A policy-grounded large language model architecture for agricultural extension in Ghana

    Jul 15, 2026Shunbao Li, Zhipeng Yuan, Amoako Ofori +5Large Language Model Policy OptimizationPrecision Agriculture

  42. Weakly Supervised Spatio-Temporal Candidate Discovery of Dairy Farm Sites from Seasonal Satellite Imagery

    Jul 14, 2026Usman Haider, Fatima Khalid, Karl MasonSatellite ImageryPrecision Agriculture

  43. Self-supervised training for high-resolution close-range multispectral remote sensing imagery

    Jul 13, 2026Leon-Friedrich Thomas, Mikael Änäkkälä, Antti LajunenSwinRemote Sensing

  44. PhenoEmbed: Self-Supervised Multispectral UAV Time-Series Embeddings for Individual Tree Crown Phenology

    Jul 11, 2026Taimur KhanTimestep EmbeddingsTrees

  45. Exploratory Analysis of Deep Learning Models for Forecasting Meteorological Parameters in the Agricultural Sector

    Jul 11, 2026Piotr Sikora, Sotirios KontogiannisDeep LearningPrecision Agriculture

  46. AI-integrated models for assessing agricultural resilience

    Jul 8, 2026Joshua R. Waite, Dana Golden, Brett Indelicato +8Supply Chain OptimizationResilience

  47. Pixel-Precise Explainable Stress Indexing: A Semantic Segmentation Framework for Disease Severity Quantification in Field Crops

    Jul 5, 2026Raunak Kumar, Soumyashree KarLeaf Disease ClassificationPrecision Agriculture

  48. GrowFields: Compositional 4D Neural Fields for Topology-Changing Plant Growth

    Jul 3, 2026Joaquin Gajardo, Michele Volpi, Marko Mihajlovic +3Tomato DiseasesPrecision Agriculture

  49. Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation

    Jul 1, 2026Vedant Balasubramaniam, Geetha Charan, Manojkumar Patil +4Precision AgricultureEpisodic Memory

  50. LeCropFollow: Latent Space Planning for Navigation in Unstructured Crop Fields

    Jun 30, 2026Felipe Tommaselli, Francisco Affonso, Arthur Pompeu +4Agricultural RoboticsLow-Latency Latent Planning

  51. Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model

    Jun 30, 2026Marina Murillo, Guido Sanchez, Nestor Deniz +2Robust TrajectoryModel Predictive Control