Estimating Groundnut Yield in Smallholder Agriculture Systems Using PlanetScope Data

Estimating Groundnut Yield in Smallholder Agriculture Systems Using PlanetScope Data

Crop yield is related to household food security and community resilience, especially in smallholder agricultural systems. As such, it is crucial to accurately estimate within-season yield in order to provide critical information for farm management and decision making. Therefore, the primary object...

Full description

Bibliographic Details
Main Authors:	Daniel Kpienbaareh, Kamaldeen Mohammed, Isaac Luginaah, Jinfei Wang, Rachel Bezner Kerr, Esther Lupafya, Laifolo Dakishoni
Format:	Article
Language:	English
Published:	MDPI AG 2022-10-01
Series:	Land
Subjects:	food security yield prediction Malawi random forest regression PlanetScope vegetation indices
Online Access:	https://www.mdpi.com/2073-445X/11/10/1752

Similar Items

Crop Type and Land Cover Mapping in Northern Malawi Using the Integration of Sentinel-1, Sentinel-2, and PlanetScope Satellite Data
by: Daniel Kpienbaareh, et al.
Published: (2021-02-01)

Classification Ensembles for Beach Cast and Drifting Vegetation Mapping with Sentinel-2 and PlanetScope
by: Florian Uhl, et al.
Published: (2021-12-01)

Exploring PlanetScope Satellite Capabilities for Soil Salinity Estimation and Mapping in Arid Regions Oases
by: Jiao Tan, et al.
Published: (2023-02-01)

Aboveground Biomass Estimation and Time Series Analyses in Mongolian Grasslands Utilizing PlanetScope Imagery
by: Margad-Erdene Jargalsaikhan, et al.
Published: (2024-02-01)

Detailed Mapping of Lava and Ash Deposits at Indonesian Volcanoes by Means of VHR PlanetScope Change Detection
by: Moritz Rösch, et al.
Published: (2022-02-01)

Studying the Feasibility of Assimilating Sentinel-2 and PlanetScope Imagery into the SAFY Crop Model to Predict Within-Field Wheat Yield
by: V.S. Manivasagam, et al.
Published: (2021-06-01)

Mapping the National Seagrass Extent in Seychelles Using PlanetScope NICFI Data
by: C. Benjamin Lee, et al.
Published: (2023-09-01)

Exploring the Use of PlanetScope Data for Particulate Matter Air Quality Research
by: Jeanné le Roux, et al.
Published: (2021-07-01)

Comparing PlanetScope and Sentinel-2 Imagery for Mapping Mountain Pines in the Sarntal Alps, Italy
by: Moritz Rösch, et al.
Published: (2022-07-01)

The Suitability of PlanetScope Imagery for Mapping Rubber Plantations
by: Bei Cui, et al.
Published: (2022-02-01)

Extraction of Arecanut Planting Distribution Based on the Feature Space Optimization of PlanetScope Imagery
by: Yu Jin, et al.
Published: (2021-04-01)

Characterising the Aboveground Carbon Content of Saltmarsh in Jervis Bay, NSW, Using ArborCam and PlanetScope
by: Elizabeth Warwick-Champion, et al.
Published: (2022-04-01)

Recognition of Areca Leaf Yellow Disease Based on PlanetScope Satellite Imagery
by: Jiawei Guo, et al.
Published: (2021-12-01)

An MLC and U-Net Integrated Method for Land Use/Land Cover Change Detection Based on Time Series NDVI-Composed Image from PlanetScope Satellite
by: Jianshu Wang, et al.
Published: (2022-10-01)

Using Multi-Resolution Satellite Data to Quantify Land Dynamics: Applications of PlanetScope Imagery for Cropland and Tree-Cover Loss Area Estimation
by: Jeffrey Pickering, et al.
Published: (2021-06-01)

High-Resolution Snow-Covered Area Mapping in Forested Mountain Ecosystems Using PlanetScope Imagery
by: Aji John, et al.
Published: (2022-07-01)

Optimization of Optical Image Geometric Modeling, Application to Topography Extraction and Topographic Change Measurements Using PlanetScope and SkySat Imagery
by: Saif Aati, et al.
Published: (2020-10-01)

Assessing Forest Species Diversity in Ghana’s Tropical Forest Using PlanetScope Data
by: Elisha Njomaba, et al.
Published: (2024-01-01)

Comparing PlanetScope to Landsat-8 and Sentinel-2 for Sensing Water Quality in Reservoirs in Agricultural Watersheds
by: Abubakarr S. Mansaray, et al.
Published: (2021-05-01)

Burned Area Mapping Using Unitemporal PlanetScope Imagery With a Deep Learning Based Approach
by: Ah Young Cho, et al.
Published: (2023-01-01)

The vulnerability and resilience of seagrass ecosystems to marine heatwaves in New Zealand: a remote sensing analysis of seascape metrics using PlanetScope imagery
by: Ken Joseph E. Clemente, et al.
Published: (2023-12-01)

In-Season Prediction of Corn Grain Yield through PlanetScope and Sentinel-2 Images
by: Fenling Li, et al.
Published: (2022-12-01)

Comparison of PlanetScope, Sentinel-2, and landsat 8 data in soybean yield estimation within-field variability with random forest regression
by: Khilola Amankulova, et al.
Published: (2023-06-01)

Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon
by: Milad Niroumand-Jadidi, et al.
Published: (2020-07-01)

Crop classification in South Korea for multitemporal PlanetScope imagery using SFC-DenseNet-AM
by: Seonkyeong Seong, et al.
Published: (2024-02-01)

Modeling the Spatial Distribution of Acacia <i>decurrens</i> Plantation Forests Using PlanetScope Images and Environmental Variables in the Northwestern Highlands of Ethiopia
by: Bireda Alemayehu, et al.
Published: (2024-02-01)

Assessing the Magnitude of the Amazonian Forest Blowdowns and Post-Disturbance Recovery Using Landsat-8 and Time Series of PlanetScope Satellite Constellation Data
by: Dazhou Ping, et al.
Published: (2023-06-01)

Spatiotemporal Pattern of Invasive <i>Pedicularis</i> in the Bayinbuluke Land, China, during 2019–2021: An Analysis Based on PlanetScope and Sentinel-2 Data
by: Wuhua Wang, et al.
Published: (2023-09-01)

High Spatial-Resolution Red Tide Detection in the Southern Coast of Korea Using U-Net from PlanetScope Imagery
by: Jisun Shin, et al.
Published: (2021-06-01)

Mapping of Allergenic Tree Species in Highly Urbanized Area Using PlanetScope Imagery—A Case Study of Zagreb, Croatia
by: Mateo Gašparović, et al.
Published: (2023-06-01)

PlanetScope, Sentinel-2, and Sentinel-1 Data Integration for Object-Based Land Cover Classification in Google Earth Engine
by: Marco Vizzari
Published: (2022-05-01)

Silage maize yield estimation by using planetscope, sentinel-2A and landsat 8 OLI satellite images
by: Emre Tunca, et al.
Published: (2023-08-01)

Evaluation of Multi-Spectral Band Efficacy for Mapping Wildland Fire Burn Severity from PlanetScope Imagery
by: Dale Hamilton, et al.
Published: (2023-10-01)

Partial Least Square Discriminant Analysis Based on Normalized Two-Stage Vegetation Indices for Mapping Damage from Rice Diseases Using PlanetScope Datasets
by: Yue Shi, et al.
Published: (2018-06-01)

Spatial and Ecological Farmer Knowledge and Decision-Making about Ecosystem Services and Biodiversity
by: Daniel Kpienbaareh, et al.
Published: (2020-09-01)

Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images
by: Daniel Ochs, et al.
Published: (2024-01-01)

Assessing the 2022 Flood Impacts in Queensland Combining Daytime and Nighttime Optical and Imaging Radar Data
by: Noam Levin, et al.
Published: (2022-10-01)

The radiometric accuracy of the 8-band multi-spectral surface reflectance from the planet SuperDove constellation
by: Yu-Hsuan Tu, et al.
Published: (2022-11-01)

Application of nanosatellites PlanetScope data to monitor crop growth
by: Kokhan Svitlana, et al.
Published: (2020-01-01)

Arctic-Boreal Lake Phenology Shows a Relationship between Earlier Lake Ice-Out and Later Green-Up
by: Catherine Kuhn, et al.
Published: (2021-06-01)